{"id":"W2910850224","doi":"","title":"Beginning Teachers Study: The Development of Inclusive Practice","year":2018,"lang":"en","type":"article","venue":"","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Mount Saint Vincent University; Memorial University of Newfoundland; University of Victoria; McGill University; Western University","funders":"","keywords":"Mathematics education; Pedagogy; Engineering ethics; Sociology; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0117445,0.0002772985,0.0004592424,0.001465372,0.006990043,0.01043322,0.00147412,0.002254185,0.006342842],"category_scores_gemma":[0.03176287,0.0004056469,0.000313661,0.000859111,0.005312412,0.005171542,0.009344751,0.002994242,0.001524382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003490413,"about_ca_system_score_gemma":0.01811792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984616,"about_ca_topic_score_gemma":0.01051666,"domain_scores_codex":[0.9910898,0.005805298,0.0002396417,0.0007097783,0.001520665,0.0006348834],"domain_scores_gemma":[0.9664878,0.01459286,0.001749005,0.002892387,0.002426946,0.01185101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001525038,0.001727193,0.03786055,0.0004206226,0.00001951646,0.001554549,0.6385158,0.00009829993,0.003513252,0.04129807,0.01155268,0.263287],"study_design_scores_gemma":[0.0001767344,0.0009069472,0.08266909,0.001762185,0.00005425376,0.001926329,0.5174285,0.0004679235,0.00434088,0.05042949,0.3397586,0.00007904882],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7502741,0.003029613,0.01502422,0.02349604,0.000678344,0.0006563034,0.0001154084,0.0004112619,0.2063147],"genre_scores_gemma":[0.9683897,0.0009265583,0.01147507,0.0006331867,0.00006995699,0.0002763098,0.00005736325,0.00006974289,0.01810203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117445,"threshold_uncertainty_score":0.06211162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864369730692428,"score_gpt":0.4093135750732686,"score_spread":0.3706698777663443,"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."}}