{"id":"W4377248907","doi":"10.1007/978-981-287-079-7_90-1","title":"Academic Integrity and the Affordances and Limitations of Authentic Assessment","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Medicine Hat College","funders":"","keywords":"Cheating; Academic integrity; Academic dishonesty; Outsourcing; Authentic assessment; Psychology; Affordance; Medical education; Pedagogy; Public relations; Engineering ethics; Social psychology; Political science; Business; Engineering; Marketing; Medicine; Curriculum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01219015,0.0004551124,0.0005500155,0.002364992,0.004705319,0.01924758,0.001575724,0.004102718,0.01074929],"category_scores_gemma":[0.03905827,0.0003632884,0.000277036,0.002477634,0.04252598,0.0177174,0.006816065,0.008299134,0.00263023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004385704,"about_ca_system_score_gemma":0.007252193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155306,"about_ca_topic_score_gemma":0.005389113,"domain_scores_codex":[0.9860336,0.008951122,0.0003616491,0.0005389105,0.003652826,0.0004618084],"domain_scores_gemma":[0.9595798,0.03199412,0.001358947,0.003101148,0.003150386,0.0008155263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003019152,0.000005876191,0.00006692482,0.00003436106,9.495964e-7,0.00002053554,0.003137056,0.00008116421,0.00001850277,0.9741713,0.006271825,0.0161884],"study_design_scores_gemma":[0.000002552762,0.000008997211,0.0001844791,0.0002659893,0.000002325897,0.0001306381,0.002311054,0.0003043945,0.0001718517,0.8641267,0.132481,0.00001009126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004142125,0.01818058,0.0187601,0.03350501,0.0007565538,0.00004083464,0.00003006152,0.0001025357,0.9244822],"genre_scores_gemma":[0.5961434,0.022656,0.0159111,0.006698862,0.002026303,0.0002357507,0.00005712119,0.0002898776,0.3559817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9958973,"threshold_uncertainty_score":0.06446844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028706810487199,"score_gpt":0.3493928628363063,"score_spread":0.2465221817875863,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}