{"id":"W2889788304","doi":"10.37119/ojs2018.v24i1.376","title":"Attrition, Retention, and Development of Early Career Teachers: Pan-Canadian Narratives","year":2018,"lang":"en","type":"article","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mentorship; Attrition; Teacher induction; Narrative; Career development; Lived experience; Pedagogy; Psychology; Faculty development; Extant taxon; Professional development; Medical education; Medicine; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007621521,0.0008665175,0.0008828629,0.003190626,0.02925581,0.007443887,0.003256775,0.001951503,0.002574372],"category_scores_gemma":[0.0178202,0.0009201575,0.0004587935,0.006144486,0.007215869,0.003731621,0.007727494,0.004972084,0.0002763117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06336451,"about_ca_system_score_gemma":0.07775545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703636,"about_ca_topic_score_gemma":0.98343,"domain_scores_codex":[0.9941404,0.001477851,0.0002864761,0.0004382949,0.00141713,0.002239752],"domain_scores_gemma":[0.9872639,0.004899408,0.001282604,0.0002919205,0.003270965,0.002991256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002960234,0.000009775726,0.005591909,0.00004088116,0.000002989814,0.0003432506,0.9902717,0.00002404341,0.0001486367,0.0005205476,0.0007900239,0.00222662],"study_design_scores_gemma":[0.000001263823,0.000006076682,0.005760568,0.00008845962,0.000003523067,0.000121251,0.9852521,0.00003087498,0.00008129077,0.00005898314,0.008576082,0.00001944674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856235,0.001830254,0.0003157491,0.003255367,0.00005416192,0.00006475129,0.0008026824,0.00001446324,0.008039048],"genre_scores_gemma":[0.9919931,0.002466891,0.0003805404,0.000417218,0.00001393158,0.00005617019,0.000311786,0.00002778076,0.00433251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06336451,"threshold_uncertainty_score":0.4597438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1735304974829739,"score_gpt":0.3865248787581155,"score_spread":0.2129943812751415,"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."}}