{"id":"W2124504825","doi":"10.26522/brocked.v18i1.115","title":"Are Ontario Teachers Paid More Equitably? Do Local Variables Matter?","year":2008,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Variables; Demographic economics; Political science; Variation (astronomy); Psychology; Sociology; Economics; Demography; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002691403,0.0001057632,0.0001213635,0.00009654335,0.001479091,0.000176055,0.0003001258,0.00009831595,0.006108438],"category_scores_gemma":[0.0001208942,0.00009967219,0.00006862905,0.0002063621,0.0001210973,0.0006876364,0.00001969872,0.0004484295,0.0004398207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801171,"about_ca_system_score_gemma":0.003488013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01015419,"about_ca_topic_score_gemma":0.02455331,"domain_scores_codex":[0.9987246,0.0001083802,0.0002391707,0.0001452894,0.0004339218,0.0003486862],"domain_scores_gemma":[0.9989862,0.00004024085,0.0002580891,0.0001336077,0.0002102443,0.0003715977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007467507,0.00008237425,0.5854449,0.000003059296,0.00001045144,0.000002684749,0.03131152,0.00005610655,0.000009613133,0.00004160505,0.380132,0.002898232],"study_design_scores_gemma":[0.0001421457,0.00001220237,0.4571101,0.00005561164,0.00001133268,0.0001521275,0.04202471,0.000001417929,0.00001030944,0.0004318456,0.499915,0.0001331442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646859,0.000502417,0.0005208199,0.004258449,0.001939377,0.00008989908,0.000001304038,0.00002858133,0.02797326],"genre_scores_gemma":[0.9279343,0.0001735694,0.0006465044,0.0027241,0.003077984,0.00001225804,0.000003594069,0.00001326823,0.06541438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1283347,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186966779386747,"score_gpt":0.3128785688698396,"score_spread":0.2810089010759722,"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."}}