{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00287844,0.0004272016,0.001329121,0.003024231,0.01112378,0.00576114,0.00345848,0.002052675,0.008004213],"category_scores_gemma":[0.007532298,0.000541823,0.001326555,0.008282072,0.002067415,0.001950028,0.003244671,0.003313181,0.0007677379],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2160778,"about_ca_system_score_gemma":0.2778795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999141,"about_ca_topic_score_gemma":0.9995127,"domain_scores_codex":[0.9929292,0.0004800966,0.0002260315,0.0004962254,0.001559023,0.004309415],"domain_scores_gemma":[0.9810937,0.0006179992,0.001009561,0.0002517698,0.00826672,0.008760255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001159132,0.001118426,0.8663597,0.0002571895,0.0002127152,0.0003675385,0.01303344,0.001403091,0.0002852087,0.005919688,0.03752787,0.07235605],"study_design_scores_gemma":[0.00003091622,0.00005706555,0.9812093,0.0001006885,0.00002992878,0.00003004208,0.006997919,0.0003080114,0.0001235519,0.0001577374,0.01092098,0.00003387196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513754,0.005794241,0.0001874337,0.01653788,0.0002378557,0.0001065008,0.0100823,0.00007579167,0.0156026],"genre_scores_gemma":[0.9851375,0.001084864,0.0001644397,0.0006267616,0.00002504439,0.00003314481,0.001763796,0.00003144175,0.01113311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2160778,"threshold_uncertainty_score":0.9092386,"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."}}