{"id":"W4413619972","doi":"10.64628/aam.xvfvrjrns","title":"How to woo French teachers to stay in Canada’s schools","year":2017,"lang":"en","type":"article","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Psychology","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":[0.003305599,0.0006044207,0.0003305174,0.001320413,0.04934925,0.01158783,0.00187803,0.004784179,0.02994754],"category_scores_gemma":[0.008692422,0.0005702149,0.0007571959,0.001153486,0.00586227,0.004869385,0.005011827,0.006672606,0.007713506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03954371,"about_ca_system_score_gemma":0.108214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9010113,"about_ca_topic_score_gemma":0.9748901,"domain_scores_codex":[0.9948398,0.001201395,0.0000786025,0.0003063655,0.00077015,0.002803621],"domain_scores_gemma":[0.9874384,0.0005576257,0.0002300483,0.0002599177,0.002783104,0.008731039],"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":[0.0001281735,0.0003506225,0.01585548,0.0001582502,0.00003663784,0.001636669,0.1622444,0.0004157815,0.002202994,0.02220006,0.6427507,0.1520202],"study_design_scores_gemma":[0.00002008953,0.0000487723,0.007218026,0.0002366885,0.00001821051,0.000164301,0.3517445,0.000145067,0.000381333,0.001873791,0.6380739,0.00007529009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2174749,0.003085564,0.01073772,0.3594851,0.00760597,0.0006905227,0.0005468458,0.001544739,0.3988286],"genre_scores_gemma":[0.4953765,0.002247732,0.01337955,0.03505844,0.0002879107,0.000448229,0.0002941513,0.0006454759,0.452262],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09898871,"threshold_uncertainty_score":0.286911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03840614531768506,"score_gpt":0.2457855926624949,"score_spread":0.2073794473448098,"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."}}