{"id":"W2616626183","doi":"","title":"The job performance of Canadian educators: the relative importance of the task, teaching conditions and relations between students and teaching team","year":2010,"lang":"en","type":"article","venue":"Educar em Revista","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Workload; Task (project management); Psychology; Quality (philosophy); Population; Variation (astronomy); Pedagogy; Mathematics education; Social psychology; Medical education; Sociology; Medicine; Management; Epistemology","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":[0.001794698,0.0002876412,0.0003160395,0.001787309,0.005049251,0.002046601,0.0008965501,0.0003418041,0.0025872],"category_scores_gemma":[0.007449903,0.0002121799,0.0002498097,0.002741489,0.001699686,0.0004037176,0.001380411,0.0005190522,0.0002895123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0152368,"about_ca_system_score_gemma":0.0231787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701018,"about_ca_topic_score_gemma":0.9906902,"domain_scores_codex":[0.9981431,0.0002035642,0.00007856091,0.0001507069,0.000795471,0.0006286296],"domain_scores_gemma":[0.9944431,0.0007504573,0.0008936536,0.0001351683,0.001885451,0.001892218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008005132,0.00005135568,0.9501664,0.00005476207,0.00002094718,0.0001426967,0.02594586,0.00008736078,0.0004104068,0.0003590179,0.001175716,0.02150532],"study_design_scores_gemma":[0.000001610528,0.00001885707,0.981178,0.00001863372,0.000004786813,0.00002702893,0.01719024,0.00005044899,0.00004839132,0.00002363437,0.001428726,0.000009666346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963461,0.0002136153,0.00004047833,0.0002269679,0.000007631409,0.000007635908,0.0001429417,0.000002483079,0.003012273],"genre_scores_gemma":[0.9986307,0.0002040406,0.00005683983,0.00002804961,0.00000335605,0.000003065488,0.0001019606,0.00000239636,0.000969647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02989823,"threshold_uncertainty_score":0.1105512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468773420671346,"score_gpt":0.3733114164837892,"score_spread":0.3264340744166546,"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."}}