{"id":"W4391371270","doi":"10.55016/ojs/ajer.v62i2.56221","title":"Pan-Canadian Perspectives on Teacher Education: The State of the Art in Comparative Research","year":2016,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"State (computer science); Educational research; Mathematics education; Pedagogy; Comparative education; Psychology; Sociology; Higher education; Political science; Law; Mathematics","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":[0.01306626,0.0007059204,0.001567027,0.01592575,0.01811844,0.01585055,0.002813431,0.003186663,0.008685341],"category_scores_gemma":[0.0227202,0.0003893508,0.0007071964,0.04419401,0.02651219,0.007315143,0.0045688,0.003267991,0.0002638987],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1390196,"about_ca_system_score_gemma":0.1024203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9636754,"about_ca_topic_score_gemma":0.9780841,"domain_scores_codex":[0.9892712,0.004095463,0.0003980212,0.0009765747,0.003213822,0.002044989],"domain_scores_gemma":[0.9730135,0.01825673,0.001205848,0.0008085136,0.00563207,0.001083275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005282795,0.00003495846,0.004309863,0.002871237,0.00009608256,0.0003127402,0.03731556,0.0008036054,0.0001496943,0.8570035,0.01541393,0.08163606],"study_design_scores_gemma":[0.00002891591,0.0000433698,0.03862612,0.01450788,0.0002086216,0.0005776101,0.1644371,0.001148503,0.0003259461,0.1594655,0.6205156,0.0001147926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02954934,0.6143489,0.005183153,0.09566575,0.001044994,0.0000434145,0.0008113509,0.00005629147,0.2532967],"genre_scores_gemma":[0.6752608,0.3022256,0.006275374,0.007762226,0.00060479,0.0001137375,0.0003733501,0.00005020328,0.007333906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8609804,"threshold_uncertainty_score":0.9986152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250955942549457,"score_gpt":0.5411308079824773,"score_spread":0.3160352137275316,"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."}}