{"id":"W2424097618","doi":"10.37119/ojs2016.v22i1.253","title":"Teacher Attrition in a Northern Ontario Remote First Nation: A Narrative Re-Storying","year":2016,"lang":"en","type":"article","venue":"in education","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Attrition; Mentorship; Narrative; Government (linguistics); Teacher induction; Perspective (graphical); Political science; Teacher education; Quality (philosophy); Pedagogy; Public relations; Sociology; Medical education; Psychology; Professional development; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008344832,0.00008023898,0.00009585409,0.0002294103,0.001272787,0.00002677459,0.0001135386,0.000130679,0.0002501509],"category_scores_gemma":[0.00004515896,0.00006533591,0.00002385811,0.0003283325,0.00007952662,0.0003974038,7.144425e-7,0.0001251109,0.00006706195],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004487874,"about_ca_system_score_gemma":0.01929611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8579436,"about_ca_topic_score_gemma":0.9999186,"domain_scores_codex":[0.9988064,0.0002416563,0.0002542215,0.000222948,0.0002142042,0.0002606227],"domain_scores_gemma":[0.9993916,0.0001206886,0.0001172428,0.0001296887,0.0001740971,0.00006671408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009939516,0.0002376897,0.09475499,0.000008371183,0.000001598602,3.523028e-7,0.8968439,0.000001754405,0.000002971513,0.003444015,0.0001829552,0.00451146],"study_design_scores_gemma":[0.0003739992,0.00003340642,0.1233669,0.0003715488,0.000003592518,0.000001049877,0.07963579,0.000002552784,0.00001700839,0.01032901,0.7856596,0.000205519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334207,0.0001200409,0.00002927527,0.005757825,0.001367014,0.0005015937,4.539733e-7,0.00002374921,0.05877938],"genre_scores_gemma":[0.9746008,0.000299814,0.0002207099,0.00005170756,0.0007523957,0.00001531265,0.00001004135,0.000009008497,0.02404021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8172081,"threshold_uncertainty_score":0.9993337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383277422037271,"score_gpt":0.3153734162240078,"score_spread":0.2770456740202807,"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."}}