{"id":"W2144932588","doi":"10.37119/ojs2011.v17i3.72","title":"Teacher Recruitment and Retention in Select First Nations Schools","year":2013,"lang":"en","type":"article","venue":"in education","topic":"School Choice and Performance","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Salary; Political science; Administration (probate law); Consumption (sociology); Economic growth; Medical education; Public administration; Medicine; Sociology; Economics; Social 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":[0.000312447,0.0000329295,0.00003617355,0.0001431053,0.0001495964,0.00006335369,0.00004827396,0.00004670184,0.0002368252],"category_scores_gemma":[0.000311779,0.00003447071,0.00000688152,0.0003701549,0.0000166736,0.0004955513,0.000005009318,0.0000929894,0.00009928563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990711,"about_ca_system_score_gemma":0.0001945227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01996415,"about_ca_topic_score_gemma":0.1061168,"domain_scores_codex":[0.9995488,0.00006199725,0.00009890001,0.00009440138,0.00009081198,0.0001050686],"domain_scores_gemma":[0.9997897,0.0000506881,0.00002861248,0.00005414472,0.0000432985,0.00003354538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001474044,0.0001123965,0.9437212,0.00000971077,0.000001151649,3.634693e-8,0.01287542,0.000006464929,0.00006300303,0.0009797572,0.008873574,0.03335579],"study_design_scores_gemma":[0.00009138016,0.00000892695,0.9396291,0.00006502467,0.000001405074,1.801242e-7,0.008021324,0.00005327075,0.00001921037,0.00230405,0.04974773,0.00005834868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709389,0.0002413872,0.000001717213,0.008447433,0.0002404002,0.0004383227,1.787945e-7,0.00001166417,0.01968006],"genre_scores_gemma":[0.9961123,0.0005306688,0.0001532831,0.0001021885,0.000218204,0.0004298364,0.000005628422,0.000002533182,0.00244531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0861527,"threshold_uncertainty_score":0.986562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05775256488641865,"score_gpt":0.3652804423821157,"score_spread":0.307527877495697,"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."}}