{"id":"W1548194958","doi":"10.7202/029038ar","title":"Educational Opportunities and Geographical Distribution of Degree Teachers in Saskatchewan","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Saskatchewan","funders":"","keywords":"Distribution (mathematics); Degree (music); Period (music); Geography; Mathematics education; Demographic economics; Sociology; Psychology; Mathematics; Economics; Physics","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":[0.0004101115,0.0001338573,0.0001537444,0.002980433,0.001745062,0.0009751688,0.0006157588,0.0002171236,0.003975554],"category_scores_gemma":[0.001199495,0.0002487169,0.0001626472,0.00435788,0.0009495676,0.0005253557,0.001192371,0.000458062,0.0004833061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009517818,"about_ca_system_score_gemma":0.01079265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9306921,"about_ca_topic_score_gemma":0.9872018,"domain_scores_codex":[0.9995862,0.00006535681,0.0000269019,0.00005455602,0.0000672809,0.0001996463],"domain_scores_gemma":[0.9987764,0.0001717623,0.0002318243,0.00004264905,0.0003712649,0.0004060915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009639273,0.00003497205,0.9652908,0.00005156934,0.00002878803,0.0004000337,0.01056212,0.0002963931,0.001525907,0.001269471,0.0008590432,0.01958454],"study_design_scores_gemma":[0.000002439031,0.00001095508,0.9893395,0.00002669086,0.000003694802,0.00007105944,0.009102074,0.00008190584,0.00009387374,0.00006996584,0.001190829,0.000007063301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962418,0.0002212629,0.00003086354,0.0001910511,0.000002795425,0.000005486922,0.0004432115,0.000003628831,0.002859793],"genre_scores_gemma":[0.9975343,0.0003511205,0.00004284845,0.00003342251,0.000001618062,0.000005516884,0.0002412234,0.000003000949,0.001786913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06930792,"threshold_uncertainty_score":0.1394321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410638464812279,"score_gpt":0.2601225717911436,"score_spread":0.2160161871430208,"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."}}