{"id":"W6922346322","doi":"10.13140/rg.2.2.36563.22568","title":"Teacher Effectiveness in Canada: Transitions","year":2009,"lang":"en","type":"article","venue":"","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.000203796,0.00002558671,0.00004206224,0.00001739661,0.00009202198,0.000008515225,0.00005741798,0.00001842635,0.0004454478],"category_scores_gemma":[0.00001847324,0.00002333945,0.00000952926,0.0001620471,0.00001028019,0.0001085407,8.045582e-7,0.00006019975,0.00001249501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310755,"about_ca_system_score_gemma":0.0006977796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980447,"about_ca_topic_score_gemma":0.9993783,"domain_scores_codex":[0.9996101,0.00006438357,0.00004224314,0.0000547835,0.0001036844,0.0001248585],"domain_scores_gemma":[0.9998737,0.00003448808,0.00000483408,0.00003760943,0.00001068437,0.00003871158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005113474,0.0001647308,0.8471313,0.00001017411,0.00001119492,0.00003009799,0.01508217,0.0003976162,0.0005056564,0.02830672,0.02055827,0.08775093],"study_design_scores_gemma":[0.0001184436,0.00000743889,0.9837347,0.000006707464,0.000001246825,1.273174e-7,0.001689903,0.00002720913,0.00008108233,0.0005101773,0.01376977,0.00005317759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8256741,0.00002680042,0.00002990025,0.004007773,0.00005325595,0.00005558652,4.945235e-7,0.00001288057,0.1701392],"genre_scores_gemma":[0.9987028,0.00001073035,0.00001517781,0.0006098817,0.00008873463,0.000003096773,5.569609e-7,8.657656e-7,0.0005681519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1730287,"threshold_uncertainty_score":0.4877341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560702873130462,"score_gpt":0.2904247537766054,"score_spread":0.2748177250453007,"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."}}