{"id":"W4413597579","doi":"10.64628/aa.5hggvjhvd","title":"The teacher shortage plan must do more to recruit and retain First Nations teachers","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Economic shortage; Plan (archaeology); Business; Medical education; Political science; Psychology; Pedagogy; Medicine; Geography; Archaeology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.006169979,0.0005716946,0.000747595,0.0009988449,0.006346089,0.004629147,0.00109503,0.009888466,0.07006839],"category_scores_gemma":[0.01513293,0.0005812831,0.00055305,0.0005695017,0.001078289,0.003994524,0.004613724,0.01112671,0.01977447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002392891,"about_ca_system_score_gemma":0.03380918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192167,"about_ca_topic_score_gemma":0.02355446,"domain_scores_codex":[0.9974737,0.0004899853,0.00008845405,0.0001881566,0.0004813919,0.001278349],"domain_scores_gemma":[0.9717139,0.002354886,0.0006187386,0.001036882,0.003436376,0.02083915],"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":[0.0001828509,0.0004299836,0.007051075,0.000156254,0.00001583695,0.0001860101,0.0005294768,0.0002774897,0.001075638,0.01659472,0.904341,0.06915962],"study_design_scores_gemma":[0.0001173643,0.0003260176,0.01196421,0.0001962679,0.00001625473,0.0001792133,0.002740534,0.0004358497,0.0006685145,0.007078899,0.9762368,0.00004004721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0168132,0.001394207,0.003487549,0.8925191,0.02580705,0.0002396138,0.0007256422,0.0007032051,0.05831052],"genre_scores_gemma":[0.1058991,0.001875819,0.01078765,0.3492887,0.00538927,0.0008716187,0.001470524,0.0004307649,0.5239865],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07006839,"threshold_uncertainty_score":0.2344021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740533394661033,"score_gpt":0.292324501028822,"score_spread":0.2182711615627187,"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."}}