{"id":"W2553929285","doi":"10.7146/aul.154.126","title":"Disciplinary Climate and Student Achievement: Evidence from Schools and Classrooms","year":2016,"lang":"en","type":"report","venue":"","topic":"School Choice and Performance","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discipline; Student achievement; Association (psychology); Academic achievement; School climate; Mathematics education; Classroom climate; Class (philosophy); Psychology; Political science; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003266875,0.0003485527,0.0009295351,0.002743897,0.001306625,0.002335017,0.0008532851,0.000585374,0.0030358],"category_scores_gemma":[0.01226493,0.0003892389,0.0008455149,0.005018651,0.001348168,0.0008944072,0.00290916,0.0006999613,0.0004920001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007662709,"about_ca_system_score_gemma":0.001541304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06047128,"about_ca_topic_score_gemma":0.1075539,"domain_scores_codex":[0.9963056,0.001282075,0.0003076068,0.0007876176,0.0009138433,0.0004032656],"domain_scores_gemma":[0.9783272,0.007268673,0.007763617,0.00181783,0.002752754,0.002069938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006696051,0.00009995153,0.9916767,0.0001078714,0.0002725016,0.00004961568,0.001751694,0.00005393194,0.00008910906,0.0001545413,0.0002198593,0.005457283],"study_design_scores_gemma":[0.000002624763,0.00003420542,0.9980976,0.00006216049,0.00006521644,0.00002335814,0.001115062,0.00002018216,0.00004728687,0.00004175587,0.000487152,0.000003323864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99082,0.004599881,0.0001626264,0.0001653278,0.00002158554,0.000008176227,0.0005773262,0.000005211461,0.003639802],"genre_scores_gemma":[0.9972367,0.001829734,0.00007610852,0.000046016,0.00001429325,0.000008257723,0.0004192429,0.000006251682,0.0003632377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06047128,"threshold_uncertainty_score":0.1202386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08700130931515716,"score_gpt":0.413515034277879,"score_spread":0.3265137249627219,"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."}}