{"id":"W292953074","doi":"","title":"Teachers' Ethical Responsibilities in a Diverse Society.","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Pedagogy; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007287099,0.00006025427,0.0000889582,0.0002353868,0.0002708624,0.00008185843,0.00009219843,0.000118193,0.0002872274],"category_scores_gemma":[0.001792881,0.00006243259,0.00005208692,0.0002551536,0.0004795447,0.0001487821,0.000002457251,0.0003308256,0.000007592401],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248354,"about_ca_system_score_gemma":0.02836147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03254487,"about_ca_topic_score_gemma":0.3066224,"domain_scores_codex":[0.9992343,0.0001380509,0.0002199561,0.0000765351,0.0001472295,0.0001839],"domain_scores_gemma":[0.9990622,0.0002085132,0.00009011733,0.00004388428,0.0001471673,0.000448052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008866256,0.00004093939,0.02372756,0.000004782912,0.0000115298,0.000001910382,0.5358862,0.000004804899,0.000002983085,0.4337817,0.006091965,0.0004366809],"study_design_scores_gemma":[0.0005020312,0.00009269635,0.2708585,0.00005424926,0.00001023242,0.0000304686,0.5222657,2.470941e-7,0.000006987202,0.04527376,0.1607663,0.0001387783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3822024,0.0002548022,0.000003947727,0.6129128,0.0001955379,0.00004845492,0.00000423784,0.000001668449,0.004376181],"genre_scores_gemma":[0.9929765,0.00004793825,0.0003989461,0.003556961,0.0008622511,0.000002857481,0.000002407908,0.000003323464,0.002148764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6107742,"threshold_uncertainty_score":0.9771468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0998236693989703,"score_gpt":0.4261731774148983,"score_spread":0.326349508015928,"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."}}