{"id":"W2052436159","doi":"10.1080/00094056.2010.10523158","title":"Treating Instructional Malpractice: Reflexive Protocols for Entrepreneurial Teachers","year":2010,"lang":"en","type":"article","venue":"Childhood Education","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Reflexivity; Malpractice; Psychology; Pedagogy; Medical education; Medicine; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006182553,0.0001101775,0.00009879265,0.00008918257,0.0007050711,0.0001980688,0.0002284297,0.0001562969,0.0005034748],"category_scores_gemma":[0.002981466,0.0001196024,0.00005344854,0.0002122812,0.0001445554,0.0007451871,0.00001537373,0.000283083,0.0000512944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976722,"about_ca_system_score_gemma":0.002559234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006008154,"about_ca_topic_score_gemma":0.0003426988,"domain_scores_codex":[0.9988306,0.0001167467,0.0002267466,0.0003076284,0.0002662422,0.0002520853],"domain_scores_gemma":[0.998903,0.0002164923,0.0002397531,0.0002481014,0.0002611568,0.0001314433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000593573,0.002035718,0.02607779,0.00002562667,0.00004785448,1.149403e-7,0.3087391,0.000007799396,0.00390559,0.210022,0.0183899,0.4306891],"study_design_scores_gemma":[0.000568818,0.00008348231,0.07477875,0.00003873232,0.00003760397,0.000006282892,0.01649389,0.000004036961,0.002001398,0.02377875,0.8819214,0.0002868609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912958,0.00001022957,0.00005708662,0.008123701,0.007212992,0.0108132,0.000007408283,0.0001526202,0.08232694],"genre_scores_gemma":[0.9484943,0.000002756773,0.02487354,0.0002103532,0.01100713,0.01147742,0.00008857557,0.00002556082,0.00382044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8635315,"threshold_uncertainty_score":0.5512697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952990674744709,"score_gpt":0.4207080634406932,"score_spread":0.4011781566932461,"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."}}