{"id":"W7095426125","doi":"","title":"Effective Teachers in QuébecAttracting, Developing, and Retaining Effective Teachers in Québec","year":2003,"lang":"en","type":"article","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pagination; Work (physics); Subject (documents)","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":[0.00149164,0.0001525917,0.0002036292,0.0007674788,0.007491468,0.002338527,0.001028662,0.0008708917,0.0109503],"category_scores_gemma":[0.003258594,0.0001920958,0.0001157548,0.001477479,0.001358224,0.001009751,0.00136235,0.0007893006,0.0004608378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04771334,"about_ca_system_score_gemma":0.08697937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9905393,"about_ca_topic_score_gemma":0.9969632,"domain_scores_codex":[0.9985436,0.0003272865,0.0000415125,0.00007621815,0.0003674387,0.0006438562],"domain_scores_gemma":[0.9955115,0.0005331244,0.0002634927,0.0001054195,0.001467219,0.002119346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003759032,0.0005119833,0.2172528,0.0006281175,0.00004607339,0.002568637,0.1212308,0.001558579,0.004567141,0.04594124,0.2319607,0.373358],"study_design_scores_gemma":[0.00006817882,0.0001496058,0.5797619,0.0003255409,0.00002820182,0.0002890232,0.05182678,0.001166171,0.0009252775,0.0008268679,0.3645695,0.00006304981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8981599,0.006825714,0.00103679,0.02776385,0.0003206468,0.0001875022,0.001139753,0.0001372118,0.06442866],"genre_scores_gemma":[0.9284349,0.001645698,0.000737623,0.000961658,0.00003170453,0.00008086244,0.0002916588,0.00002566167,0.06779026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04771334,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488362005517222,"score_gpt":0.3226915196441815,"score_spread":0.3078078995890092,"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."}}