{"id":"W2169744808","doi":"","title":"The Impact of Teacher Collaboration on School Management in Canada.","year":2012,"lang":"en","type":"article","venue":"美中教育评论：B","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Logistic regression; Pedagogy; Mathematics education; Psychology; Teacher education; Medical education; Medicine; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009207415,0.00005449943,0.0000675503,0.00003764412,0.0003485645,0.00002583114,0.0001262766,0.00002389066,0.0001201709],"category_scores_gemma":[0.0001898921,0.00003577252,0.00001829566,0.0004602101,0.00003654173,0.0001235693,0.00002950614,0.00009389693,0.00001249047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249531,"about_ca_system_score_gemma":0.000978396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8866871,"about_ca_topic_score_gemma":0.9597331,"domain_scores_codex":[0.9990162,0.0002934627,0.0001204253,0.00006492846,0.0002866078,0.0002183782],"domain_scores_gemma":[0.9996095,0.00008148795,0.00005851534,0.0001209214,0.00005269071,0.00007692532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001697645,0.0003202947,0.6087649,0.000007854791,0.00007514673,0.000002681755,0.02831101,0.0005589075,0.0002668122,0.1616163,0.1474849,0.0524215],"study_design_scores_gemma":[0.0003403626,0.00006412883,0.8129355,0.00003474262,0.000007024841,6.008523e-8,0.04045248,0.0001004788,0.00008136788,0.0005071557,0.1453394,0.0001372553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050392,0.0002115423,0.000002754144,0.001107638,0.0001936372,0.0002094853,0.000003754281,0.000008629227,0.1932233],"genre_scores_gemma":[0.9977878,0.00008273475,0.00002246049,0.00003665534,0.0001025672,0.00001020328,0.000001429491,0.000003773976,0.001952423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041706,"threshold_uncertainty_score":0.5882445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511192743780184,"score_gpt":0.3424703219485576,"score_spread":0.3273583945107558,"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."}}