{"id":"W4413530233","doi":"10.64628/aam.vrrhjhwjn","title":"Québec’s teacher strike offers lessons on the urgent need to support public education","year":2024,"lang":"en","type":"article","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Public support; Public education; Political science; Teacher education; Public relations; Public administration; Business; Medical education; Psychology; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004607166,0.0005770882,0.0006181649,0.0009513207,0.02328157,0.009117109,0.002569435,0.02627173,0.05388976],"category_scores_gemma":[0.01084343,0.0006494129,0.001082199,0.0007010304,0.003835496,0.002500029,0.003817234,0.01697885,0.004181702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05118592,"about_ca_system_score_gemma":0.2326908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9672759,"about_ca_topic_score_gemma":0.9929246,"domain_scores_codex":[0.9941118,0.0006711902,0.00009645631,0.0001797167,0.001169149,0.003771649],"domain_scores_gemma":[0.9764718,0.00278472,0.0003874899,0.0003938231,0.004476629,0.01548538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004435842,0.00009841891,0.003172911,0.0001024602,0.00002220015,0.0005126284,0.001011717,0.0001745521,0.0003437658,0.01224468,0.969552,0.01272031],"study_design_scores_gemma":[0.00008050592,0.00004299496,0.01758393,0.0002357218,0.00001651117,0.00007960101,0.005122126,0.000190403,0.0000938218,0.001571362,0.9749341,0.00004890149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005157946,0.001967629,0.0002579469,0.9374705,0.01019644,0.00005510757,0.000334614,0.000106944,0.04445276],"genre_scores_gemma":[0.09776156,0.002043886,0.00123676,0.5150008,0.003329667,0.0001316237,0.0003212318,0.0001542256,0.3800203],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05388976,"threshold_uncertainty_score":0.3713816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528442937156623,"score_gpt":0.4519927244248937,"score_spread":0.2991484307092315,"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."}}