{"id":"W1493669895","doi":"","title":"Retention of New Teachers in Minority French and French Immersion Programs in Manitoba","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Attrition; Mentorship; French; Political science; Humanities; French immersion; Sociology; Library science; Pedagogy; Medicine; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00150737,0.0002709466,0.0003629882,0.0008641083,0.005153689,0.001624699,0.001558819,0.0005437909,0.002514397],"category_scores_gemma":[0.002938557,0.0003749209,0.0002559684,0.001031668,0.00151527,0.0006394827,0.001807606,0.001110756,0.0004025562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067249,"about_ca_system_score_gemma":0.01891101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8602594,"about_ca_topic_score_gemma":0.9488662,"domain_scores_codex":[0.9989963,0.0001729022,0.00002835682,0.0001035792,0.000163673,0.0005352236],"domain_scores_gemma":[0.9967354,0.0002888989,0.0003068644,0.0000829094,0.001014608,0.001571233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001952618,0.0003604951,0.7888915,0.00009809572,0.00002802832,0.0006281468,0.1783356,0.00006361497,0.003211884,0.0001705706,0.0009549701,0.0270618],"study_design_scores_gemma":[0.00001684302,0.0003180591,0.8190073,0.0001046975,0.00001727873,0.0001274915,0.1773319,0.00009210804,0.0004330189,0.00002164857,0.002512348,0.00001725425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991331,0.00008893474,0.00002246483,0.0002122178,0.000005473541,0.0000155083,0.0000354258,0.000002809233,0.000484135],"genre_scores_gemma":[0.9960877,0.000250971,0.00008420742,0.0002069809,0.000005345834,0.00003403076,0.00008124419,0.000004882938,0.003244808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397406,"threshold_uncertainty_score":0.281127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08667812931098207,"score_gpt":0.323749394944598,"score_spread":0.237071265633616,"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."}}