{"slug":"academy/language/en/lesson/author-purpose-and-bias","route":"/library/academy/language/en/lesson/author-purpose-and-bias","title":"Detect an Author's Purpose and Bias","surface":"/library/academy/language","audience":"academy","subject":"language","locale":"en","source_repo":"koydo-app","source_path":"scripts/curriculum-authoring","route_source":"library_fallback","candidate_canonical_target_web":"/library/academy/language/en/lesson/author-purpose-and-bias","license":"ai-generated-koydo","attribution":null,"ai_provenance":{"model":"claude-opus-4-8","reviewed_at":"2026-06-24T19:15:45.465Z","reviewer_persona":"koydo-curriculum-expert-loop"},"provenance_blockers":["attribution_missing"],"content_types":["lesson","lesson_objectives","media_scene","drill","practice_set","quiz","feedback","character","citation","concept_map","progress","resume","review","remediation","next_step_path"],"normalized_content_types":["character","citation","concept_map","drill","feedback","lesson","media","next_step","practice_set","progress","quiz","remediation","resume","review"],"lesson_roles":["concept","guided_practice","knowledge_check","progress_summary","remediation","review"],"primary_lesson_role":"concept","objectives":["Identify rhetorical strategies — including word choice, framing, and selective emphasis — that reveal an author's purpose.","Explain how framing choices shape a reader's interpretation by controlling which perspectives and details are centered.","Distinguish between explicit bias and implicit bias as they appear in informational writing.","Analyze a short passage to construct a defensible claim about the author's purpose and point of view using the SEE move.","Compare two accounts of the same event to surface how framing and loaded language produce different impressions."],"activity_prompt":"Read the two passages below. Both describe the same city council vote on a new sports stadium.\n\nPASSAGE A (local booster blog): \"After years of planning, the city council finally approved the new Riverside Stadium, delivering a victory for our region's economic growth. The long-overdue project will bring hundreds of jobs and revitalize the downtown corridor. Council members praised the collaborative process that brought the stadium to life.\"\n\nPASSAGE B (neighborhood newspaper): \"The city council voted 5-4 Monday to approve the Riverside Stadium project, overriding objections from residents in the affected Millbrook neighborhood. Critics argued the council had not fully addressed concerns about traffic, displacement, and the uneven distribution of economic benefits.\"\n\nTap or click a phrase chip or gap chip to select it, then tap or click an analysis category to place it. Sort all items into the correct category — Framing, Loaded Language, or Omission Signal — and then write one sentence explaining how one of your sorted items reveals the author's purpose. Your explanation sentence should follow the SEE move from the lesson: name the Strategy, quote the Evidence, and state the Effect on the reader.","assessment_count":3,"assessment_shape":{"objective_count":5,"activity_present":true,"activity_prompt_present":true,"quiz_item_count":3,"quiz_items_with_answer_key":3,"quiz_items_with_explanation":3,"reward_present":true},"completion_criteria":["Review objectives and instruction","Complete the activity with manual learner confirmation","Answer every understanding-check item","Show completion feedback and reward only after the learner finishes the check"],"route_health":{"route":"/library/academy/language/en/lesson/author-purpose-and-bias","route_source":"library_fallback","candidate_canonical_target_web":"/library/academy/language/en/lesson/author-purpose-and-bias","local_route_resolvable":true,"sequence_links_resolvable":true,"owner_canonical_review_required":true,"canonical_route_write_allowed":false,"production_discoverability_evidence_present":false,"production_discoverability_claim_allowed":false,"evidence_scope":"Local route syntax and previous/next link check only; owner canonical-route review and production crawl/index evidence are still required before discoverability claims."},"context_route":"/api/library/ai-help-context?slug=academy%2Flanguage%2Fen%2Flesson%2Fauthor-purpose-and-bias","grounding":["registry:academy/language/en/lesson/author-purpose-and-bias","source:koydo-app/scripts/curriculum-authoring","sha1:7d68ebff23b5e8ca8700578cf3f877026d44da28","title:Detect an Author's Purpose and Bias","concept:Argument & Rhetoric","concept:Author's Purpose","concept:Bias","concept:CCSS.ELA-LITERACY.RI.9-10.6","concept:Rhetorical Analysis","concept:Framing"],"privacy":["Do not send raw child free text without consent","Use source excerpts and non-identifying progress state only","Asset is not registry-gated"],"age_guardrails":["Adapt tone and examples for the academy audience.","Do not request sensitive personal data; use non-identifying learner progress only.","Keep help available only for this active, ungated asset context."],"measurement":["Log AI help usage by surface and asset slug","Evaluate answer quality against source-grounded rubric before production-readiness claims","Tie remediation prompts to completion, retry, or review outcomes"],"enabled":true,"blocked_reason":null,"tutor_prompt":"You are the KOYDO lesson tutor for this asset. Answer only from the source-grounded context listed in grounding, objectives, activity_prompt, and completion_criteria. When the source context is missing or ambiguous, say what evidence is missing instead of guessing. Do not request personal data, raw child free text, payment details, or consent decisions. Adapt explanations to the audience age tier and preserve KOYDO curriculum intent, citations, accessibility, and safety guardrails. Tie help to the learning loop: prerequisite review, current step, retry, completion feedback, remediation, review, or next route. Use assessment_shape, route_health, progress_policy, production_gate_policy, ai_eval_partnership, and real_ai_eval_evidence only as local deterministic constraints; do not treat them as production telemetry, mastery, discoverability, launch, release, or model-eval evidence. Do not claim production readiness from fixture-only, synthetic, or unevaluated evidence.","previous_route":"/library/academy/language/en/lesson/arguable-thesis-with-counterargument","next_route":"/library/academy/language/en/lesson/diction-and-tone","progress_policy":{"resume_route":"/library/academy/language/en/lesson/author-purpose-and-bias","review_route":"/library/academy/language/en/lesson/arguable-thesis-with-counterargument","remediation_route":"/library/academy/language/en/lesson/arguable-thesis-with-counterargument","next_step_route":"/library/academy/language/en/lesson/diction-and-tone","advance_policy":"manual","auto_advance_allowed":false,"completion_feedback":"Review objectives and instruction","evidence_scope":"Content-map contract only; persistence and production learner-progress writes require route/API evidence.","production_progress_telemetry_evidence_present":false,"production_assessment_telemetry_evidence_present":false,"readiness_claim_allowed":false},"production_gate_policy":{"manual_advance_required":true,"auto_advance_allowed":false,"owner_canonical_review_required":true,"owner_rights_review_required":true,"child_guardian_review_required":false,"real_ai_eval_evidence_present":false,"production_telemetry_evidence_present":false,"release_or_deploy_allowed":false,"payment_or_domain_change_allowed":false,"production_readiness_claim_allowed":false,"blocked_claims":["production_readiness_claim","release_or_deploy","payment_or_domain_change","production_telemetry_claim","real_ai_eval_claim","canonical_route_write","publication_or_ai_rights_readiness"],"evidence_scope":"AI-help production gates only; local source context, route checks, progress policy, and assessment shape do not authorize production readiness, release, deploy, payment, domain, telemetry, canonical-route, rights, child-AI, or model-quality claims."},"remediation_policy":["If the learner is stuck, explain the next smallest step from the cited source context.","If the learner misses an assessment item, route the response to retry, review, or prerequisite remediation.","Manual learner action is required before completion, next-route movement, payment, consent, media, or assessment outcomes."],"ai_eval_partnership":{"source_grounded_context_ready":true,"learning_loop_context_ready":true,"local_evidence_ready":true,"local_contract_evidence_ready":true,"supporting_contract_keys":["ai_context_payload_readiness_summary","child_privacy_guardian_evidence_contract_readiness_summary","real_ai_eval_evidence_contract_readiness_summary","source_safety_readiness_summary"],"evaluation_dataset_required":true,"human_review_required":true,"privacy_review_required":true,"age_safety_review_required":false,"partner_or_owner_eval_required_before_production":true,"production_readiness_claim_allowed":false,"blockers":["owner_canonical_review_required","publication_or_ai_rights_review_required","real_ai_eval_required_before_production_readiness_claim"],"evidence_scope":"Local AI-help payload readiness only; partner or owner evaluation, privacy review, age-safety review, and real model-quality evidence are still required before production tutor claims."},"real_ai_eval_evidence":{"real_eval_evidence_present":false,"local_or_fixture_evidence_only":true,"required_before_claims":true,"required_evidence":["Named eval dataset covering source-grounding, refusal, remediation, age-safety, and assessment-help cases","Human-reviewed model outputs tied to KOYDO lesson sources and learning-loop outcomes","Privacy and child-safety review evidence for any child-audience AI handoff","Production telemetry evidence before any claim about live tutor quality or learner impact"],"measured_outcomes":[],"blocked_claims":["production_readiness_claim","real_ai_eval_claim","model_quality_claim","learner_mastery_impact_claim"],"claims_allowed":{"production_readiness":false,"real_ai_eval":false,"model_quality":false,"learner_mastery_impact":false},"supporting_contract_keys":["learning_telemetry_evidence_contract_readiness_summary","production_evidence_contract_readiness_summary","real_ai_eval_evidence_contract_readiness_summary"],"production_readiness_claim_allowed":false,"evidence_scope":"No real AI eval evidence is present in this local registry context; fixture, source-map, and deterministic contract checks cannot prove model quality or production readiness."},"production_readiness_claim":"This is a source-grounded AI help context handoff, not evidence that production AI tutoring is ready without real eval results."}