{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001544284,0.0001030976,0.0001460671,0.0004090056,0.0004358671,0.0001086502,0.0002203217,0.000123706,0.0003225109],"category_scores_gemma":[0.00128038,0.000121643,0.00002663663,0.000328572,0.00009135648,0.0002533442,0.000001933638,0.0003718192,0.000002757314],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005672626,"about_ca_system_score_gemma":0.1103579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972047,"about_ca_topic_score_gemma":0.9999958,"domain_scores_codex":[0.9987569,0.0001624066,0.0003208081,0.0001401843,0.00008470745,0.0005349803],"domain_scores_gemma":[0.9977936,0.00009596258,0.0002369781,0.0001508287,0.000522867,0.001199819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004796599,0.00004501592,0.5535366,0.00002518083,0.00001061549,0.00001094746,0.4095688,0.00003947021,0.000108006,0.004749506,0.01937723,0.01252384],"study_design_scores_gemma":[0.000139353,0.00003114097,0.2318153,0.00009216428,0.00002429386,0.0001079257,0.1470964,0.0000128705,0.00004122884,0.00278029,0.6176246,0.0002343679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711692,0.0004992653,0.000004125905,0.02071693,0.004911088,0.0001613473,0.000007954396,0.000002612529,0.002527486],"genre_scores_gemma":[0.9952019,0.00005085455,0.0002298588,0.000472506,0.001385451,0.00001048408,0.00002180845,0.00001392099,0.002613248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5982474,"threshold_uncertainty_score":0.9981444,"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."}}