{"id":"W3094560118","doi":"10.29173/assert1","title":"Professional Judgment and Deciding What to Teach as Controversial","year":2020,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Engineering ethics; Epistemology; Pedagogy; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07192039,0.0002715714,0.0006552412,0.002267668,0.007877802,0.0105476,0.001855047,0.009037999,0.007153558],"category_scores_gemma":[0.3026689,0.0005034893,0.0005606466,0.001082233,0.02273023,0.007918244,0.003008343,0.01138556,0.00130901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00595428,"about_ca_system_score_gemma":0.02136157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005688566,"about_ca_topic_score_gemma":0.01129197,"domain_scores_codex":[0.9192356,0.05475094,0.003544138,0.003929094,0.01509262,0.003447493],"domain_scores_gemma":[0.5385355,0.3802345,0.01641549,0.01048068,0.03820983,0.01612399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003405788,0.0003220012,0.01238033,0.0005278889,0.000151671,0.000819365,0.03670187,0.0006279097,0.0007536059,0.6248397,0.1501442,0.1723909],"study_design_scores_gemma":[0.00007163594,0.00005774154,0.0034838,0.0006620716,0.00007290643,0.0006342233,0.02643037,0.001534922,0.0009886792,0.885278,0.08069305,0.00009263901],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0454966,0.004927844,0.0211649,0.7716106,0.004296064,0.0001018763,0.00005431277,0.00007050669,0.1522773],"genre_scores_gemma":[0.9043924,0.002032467,0.01281287,0.06644114,0.002220317,0.000108191,0.00002967347,0.00008101578,0.01188197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07192039,"threshold_uncertainty_score":0.380356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3938738733015799,"score_gpt":0.5845335151102289,"score_spread":0.190659641808649,"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."}}