{"id":"W1485960962","doi":"","title":"A Different Role for Teachers Unions? Cooperation Brings High Scores in Canada and Finland","year":2012,"lang":"en","type":"article","venue":"Education next","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Work (physics); Industrial relations; Political science; Sociology; Law; Labour economics; Economics; Engineering","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":[0.003498345,0.0002899374,0.0006033774,0.002907751,0.03864339,0.01169962,0.002209348,0.003435298,0.01094825],"category_scores_gemma":[0.009648909,0.000411257,0.000665466,0.005382668,0.008027801,0.004004243,0.006565811,0.004265807,0.0006169389],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0824864,"about_ca_system_score_gemma":0.163927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980472,"about_ca_topic_score_gemma":0.9890108,"domain_scores_codex":[0.9892389,0.0007882533,0.0001863992,0.0006469949,0.002631009,0.006508376],"domain_scores_gemma":[0.9873968,0.000675403,0.001087092,0.000266438,0.00291273,0.007661473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004738855,0.0003319209,0.4389472,0.0002515477,0.0001508603,0.002143088,0.1942944,0.0005454517,0.0007926206,0.1539689,0.09695096,0.1111492],"study_design_scores_gemma":[0.00005425544,0.00007441868,0.346848,0.0007975737,0.00009435517,0.0002650328,0.5019221,0.0002391327,0.0003637003,0.003592674,0.1455751,0.0001737036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7432719,0.004575236,0.0004920128,0.09418149,0.001126115,0.00008787707,0.001017604,0.00006623587,0.1551816],"genre_scores_gemma":[0.977787,0.001197334,0.0002272057,0.004788324,0.00006775289,0.00002735781,0.0003655292,0.0000388755,0.01550069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9175136,"threshold_uncertainty_score":0.5984835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508542014347618,"score_gpt":0.274574747142258,"score_spread":0.2594893269987819,"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."}}