{"id":"W2803181134","doi":"10.20533/ijtie.2047.0533.2016.0097","title":"Education Organization Models that Enhance the Success of Students with Special Needs","year":2016,"lang":"en","type":"article","venue":"International Journal of Technology and Inclusive Education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematics education; Psychology; Knowledge management; Process management; Medical education; Business; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003198653,0.0002893371,0.000246625,0.0009922397,0.001414346,0.002491601,0.0008024065,0.0006181161,0.006500745],"category_scores_gemma":[0.00919571,0.0001130392,0.0004799423,0.0007197963,0.0009077702,0.00187393,0.002712875,0.0007359346,0.0007650677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401029,"about_ca_system_score_gemma":0.008017924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219032,"about_ca_topic_score_gemma":0.01464642,"domain_scores_codex":[0.9975031,0.001286195,0.00008988221,0.0001351303,0.0005068593,0.0004789281],"domain_scores_gemma":[0.9914894,0.002923506,0.001582361,0.0005659432,0.0008791546,0.002559683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003720107,0.01030994,0.1329954,0.001755408,0.0001597638,0.0003810208,0.01275816,0.001416837,0.001989791,0.02877866,0.01477226,0.7943107],"study_design_scores_gemma":[0.0005884171,0.008950978,0.6718522,0.006126063,0.0007722435,0.001306096,0.09225119,0.006385136,0.006848229,0.032682,0.17205,0.0001874816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021132,0.002579849,0.00670776,0.01281045,0.0003100825,0.0004994553,0.0001167505,0.0002510182,0.07461157],"genre_scores_gemma":[0.9898974,0.001296896,0.006001285,0.0003100442,0.00004394858,0.0001602511,0.00005050426,0.00001891962,0.002220827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006500745,"threshold_uncertainty_score":0.02174717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006847168862197402,"score_gpt":0.3381844737756032,"score_spread":0.3313373049134059,"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."}}