{"id":"W1756071118","doi":"10.1080/1034912x.2015.1077937","title":"Multidimensional Classroom Support to Inclusive Education Teachers in Beijing, China","year":2015,"lang":"en","type":"article","venue":"International Journal of Disability Development and Education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Beijing; Extant taxon; Psychology; Salient; Context (archaeology); Inclusion (mineral); China; Mathematics education; Pedagogy; Political science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072775,0.00008983292,0.0001252835,0.0002115843,0.0001605466,0.00006964761,0.0002116732,0.00005713946,0.00005818119],"category_scores_gemma":[0.001365339,0.00008508618,0.00002734619,0.0002135403,0.0001019184,0.0004800945,0.00009959529,0.0001623052,0.00001082529],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785405,"about_ca_system_score_gemma":0.006179406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009010097,"about_ca_topic_score_gemma":0.00190612,"domain_scores_codex":[0.9983979,0.0002047706,0.0004425695,0.000148921,0.0006787281,0.0001271167],"domain_scores_gemma":[0.9985915,0.00006722619,0.0002065361,0.00005793302,0.0008288193,0.0002479701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009194591,0.001007647,0.4756926,0.000003161337,0.00001849898,7.21335e-7,0.1801645,0.00002157564,0.00007718115,0.003639184,0.006858882,0.332424],"study_design_scores_gemma":[0.0005051549,0.00008640985,0.5742015,0.0001428187,0.000007474813,0.0000073727,0.07934901,0.000009499353,0.0001012673,0.003272302,0.3421333,0.0001839824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724688,0.00007257628,0.0001091138,0.0166666,0.002413835,0.0001670979,0.000001048858,0.000007884969,0.008093017],"genre_scores_gemma":[0.9899766,0.0000156986,0.008308955,0.0003571527,0.0004905353,0.00001093288,0.0000180603,0.000004968785,0.000817076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3352744,"threshold_uncertainty_score":0.9994546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021023536845918,"score_gpt":0.3757253250018398,"score_spread":0.3547017881559218,"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."}}