{"id":"W1595506850","doi":"","title":"Teacher Supply and Demand: Issues in Northern Canada","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Quarter (Canadian coin); Incentive; Professional development; Faculty development; Psychology; School district; Medical education; Teacher education; Pedagogy; Sociology; Geography; Medicine; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693045,0.0002777247,0.0007486676,0.002054039,0.01485908,0.004966961,0.0014794,0.0008178334,0.005745654],"category_scores_gemma":[0.006204975,0.0006510855,0.0003021179,0.007331799,0.002570329,0.001324168,0.002477183,0.001251443,0.0003239892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1068387,"about_ca_system_score_gemma":0.1137587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976198,"about_ca_topic_score_gemma":0.9987283,"domain_scores_codex":[0.9967417,0.0002156412,0.0001201691,0.0002708024,0.001209164,0.001442567],"domain_scores_gemma":[0.9920591,0.001042407,0.0008674527,0.000209078,0.003640911,0.002181021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003513238,0.0001684033,0.6580779,0.0005775553,0.00007019051,0.002595378,0.2509812,0.001219204,0.002048299,0.007909361,0.01252445,0.0634767],"study_design_scores_gemma":[0.00001539335,0.00004939947,0.6316831,0.0002074664,0.0000267375,0.0004355459,0.321821,0.0008583104,0.0004606977,0.0006644836,0.04369348,0.0000843274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701072,0.001057885,0.0002586286,0.005108832,0.00003670548,0.00004230032,0.001419042,0.00002606465,0.02194339],"genre_scores_gemma":[0.9919789,0.0006701858,0.0001784647,0.0003913251,0.00001063433,0.00002427367,0.0003572876,0.00001642532,0.006372445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068387,"threshold_uncertainty_score":0.7751725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147404462217885,"score_gpt":0.2641394628479905,"score_spread":0.249399016626202,"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."}}