{"id":"W1594582865","doi":"10.5206/eei.v22i2.7699","title":"Training, Inclusion, and Behaviour: Effect on Student–Teacher and Student–SEA Relationships for Students with Autism Spectrum Disorders","year":2012,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inclusion (mineral); Psychology; Curriculum; Autism; Affect (linguistics); Mathematics education; Student teacher; Quality (philosophy); Teacher education; Medical education; Developmental psychology; Pedagogy; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002675994,0.0001667515,0.0001436474,0.0001684208,0.00213738,0.0001804898,0.0002547891,0.0000943805,0.0002865212],"category_scores_gemma":[0.0002742264,0.0001514955,0.00003996127,0.0001529056,0.0002296743,0.0005188597,0.0002333015,0.0002464168,0.00001013791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005290176,"about_ca_system_score_gemma":0.0002162007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004593878,"about_ca_topic_score_gemma":0.00143058,"domain_scores_codex":[0.9976407,0.0005527024,0.0002391126,0.0003130101,0.001008586,0.0002458541],"domain_scores_gemma":[0.9990048,0.000432363,0.0001618709,0.0001182399,0.00008592379,0.0001968044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004643517,0.0008025012,0.8539618,0.000003826218,0.00004412517,4.162887e-8,0.06747998,0.000003823475,0.00000471949,0.07370857,0.0008506268,0.003093556],"study_design_scores_gemma":[0.0006665559,0.0001735881,0.9634878,0.00004535632,0.00003491497,0.000001315244,0.008687305,0.000006771016,0.000001950718,0.005493588,0.02122666,0.000174183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768423,0.0001230403,0.0003378212,0.01576396,0.001160046,0.0007763316,0.00003565265,0.00005839798,0.004902469],"genre_scores_gemma":[0.9945498,0.00004735107,0.0003191936,0.0002116991,0.001150472,0.0002607229,0.0001762878,0.00001669928,0.003267789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.109526,"threshold_uncertainty_score":0.9991617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629608144247688,"score_gpt":0.4218651532803385,"score_spread":0.3855690718378616,"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."}}