{"id":"W4413498805","doi":"10.64628/aam.qknqydr6h","title":"Achieving full inclusion in schools: Lessons from New Brunswick","year":2023,"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 New Brunswick","funders":"","keywords":"Inclusion (mineral); Political science; Mathematics education; Sociology; Psychology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00140851,0.00009092325,0.0001390803,0.000178083,0.00144713,0.0001062046,0.0003451927,0.0001046416,0.0005132404],"category_scores_gemma":[0.000803854,0.00008329097,0.00003728012,0.001497541,0.00003977867,0.000308226,0.001589826,0.0002744919,0.0005121793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283781,"about_ca_system_score_gemma":0.001096475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3320955,"about_ca_topic_score_gemma":0.4962593,"domain_scores_codex":[0.9984342,0.0003705377,0.0001800589,0.0002576592,0.0004497381,0.0003077435],"domain_scores_gemma":[0.9993657,0.000243142,0.00004657461,0.0001563462,0.00003910229,0.0001491475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006955,0.0001628717,0.1336972,0.000008357058,0.00001984642,0.00004213125,0.3233086,0.0002033256,0.02315115,0.1339265,0.1083294,0.2770499],"study_design_scores_gemma":[0.001673345,0.0001345962,0.3026239,0.0004089704,0.0000168943,2.641994e-7,0.09904712,0.001795632,0.0004085202,0.09687262,0.496177,0.0008411983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932201,0.0001438189,0.0004014084,0.04671019,0.0003041098,0.0001524114,0.000002462713,0.0003966315,0.05866884],"genre_scores_gemma":[0.9867429,0.0002438207,0.0007938296,0.0003794809,0.0003892417,0.00000184661,0.00001494296,0.00001024981,0.01142371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3878475,"threshold_uncertainty_score":0.9998528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499311200198945,"score_gpt":0.3682863890254554,"score_spread":0.3232932770234659,"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."}}