{"id":"W7028282828","doi":"","title":"ERIC ED534286: The Impact of Teacher Collaboration on School Management in Canada","year":2012,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Table (database); French; Logistic regression; English language; Data collection","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":[0.0009051731,0.0001579041,0.0002600176,0.001480444,0.003778047,0.001659073,0.0006224687,0.0003929913,0.01538311],"category_scores_gemma":[0.005077425,0.0001528829,0.000151839,0.003369135,0.0005635298,0.000575586,0.001123252,0.0004025198,0.001284989],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02143453,"about_ca_system_score_gemma":0.05355403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942211,"about_ca_topic_score_gemma":0.9970765,"domain_scores_codex":[0.9989954,0.0001294002,0.00003215606,0.00007025927,0.0004339005,0.0003389253],"domain_scores_gemma":[0.9955755,0.0006043289,0.0003597428,0.0001180899,0.002165238,0.001177093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246658,0.0001256403,0.7825074,0.0002152789,0.00002737841,0.000279304,0.00506759,0.0006928377,0.0002151244,0.001432815,0.08348018,0.1258319],"study_design_scores_gemma":[0.000008473789,0.00002289023,0.9634154,0.0001247688,0.00001343665,0.00005472449,0.006629708,0.0003605367,0.0001447417,0.000108238,0.02909911,0.0000180375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865643,0.004597846,0.0002945987,0.006491025,0.0001484864,0.00007186869,0.01562105,0.0001100836,0.1070221],"genre_scores_gemma":[0.9569706,0.002652347,0.0004569323,0.0003053498,0.00002308517,0.0000242116,0.003121627,0.00003628379,0.03640955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9785655,"threshold_uncertainty_score":0.1555191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005846561318493974,"score_gpt":0.2020332655090666,"score_spread":0.1961867041905727,"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."}}