{"id":"W4249409197","doi":"10.1111/1471-3802.12347","title":"PROFESSIONAL LEARNING FOR INCLUSION IN CANADA","year":2016,"lang":"en","type":"article","venue":"Journal of Research in Special Educational Needs","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Pedagogy; Psychology; Professional development; Learning disability; Special education; Mathematics education; Medical education; Developmental psychology; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009095001,0.00006286991,0.0001470333,0.0008113462,0.0006419797,0.00004786582,0.0004833886,0.0000660533,0.001651515],"category_scores_gemma":[0.008410183,0.00004807577,0.00003874653,0.001267128,0.0001716014,0.0005900314,0.0001561511,0.0006696502,0.00001439932],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0038226,"about_ca_system_score_gemma":0.04080718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4093374,"about_ca_topic_score_gemma":0.7212972,"domain_scores_codex":[0.9959427,0.001217982,0.0004638573,0.0001127785,0.001844336,0.0004183272],"domain_scores_gemma":[0.991084,0.007272939,0.0002911922,0.00006649149,0.001080484,0.000204863],"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":[0.0005066725,0.0005482876,0.7039432,0.00003401776,0.00001658504,0.00001631107,0.07251486,0.0002028281,0.0004103779,0.06281514,0.1010722,0.05791954],"study_design_scores_gemma":[0.0004968937,0.00005318059,0.1027975,0.0002756081,0.00000127514,0.00000378162,0.02296131,0.000002754125,0.00002297383,0.01262031,0.8606926,0.00007177677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7482664,0.0001427197,0.00001013893,0.2364482,0.003436835,0.0002423891,0.000001190424,0.000002018614,0.01145009],"genre_scores_gemma":[0.9782546,0.0001471349,0.0004174077,0.0000909271,0.008082092,0.00002575027,0.000001131301,0.000009275367,0.01297167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7596204,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09015241183420865,"score_gpt":0.5046536227823462,"score_spread":0.4145012109481375,"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."}}