{"id":"W2123180109","doi":"10.1177/1063426613487405","title":"Social Maladjustment and Special Education","year":2013,"lang":"en","type":"article","venue":"Journal of Emotional and Behavioral Disorders","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Respondent; Special education; Terminology; Education Act; Psychology; State (computer science); Political science; Public relations; Law; Pedagogy; Linguistics","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":[0.001720365,0.0001615515,0.0001905399,0.00200506,0.001574871,0.001079691,0.0004478362,0.0003829689,0.002977936],"category_scores_gemma":[0.007440547,0.00008477749,0.0002613617,0.001770809,0.00302539,0.0007771827,0.00290652,0.00103392,0.0001069096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275076,"about_ca_system_score_gemma":0.002541034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.035482,"about_ca_topic_score_gemma":0.06721308,"domain_scores_codex":[0.997299,0.001024043,0.0002759651,0.0001763692,0.000779269,0.0004453657],"domain_scores_gemma":[0.9910453,0.001591737,0.00478269,0.0003739876,0.0009225675,0.001283643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004322353,0.0001635181,0.8567938,0.0001903214,0.00003938423,0.0003644275,0.01465677,0.0003152149,0.0001509176,0.03456682,0.005360885,0.08735482],"study_design_scores_gemma":[0.00000320322,0.00004815521,0.9685723,0.0002818245,0.0000147061,0.0004410215,0.008599429,0.0001844199,0.00008832577,0.004554541,0.01719665,0.00001541066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090874,0.007603659,0.00151138,0.01504143,0.0001998195,0.00005788924,0.0004545079,0.00002466784,0.06601929],"genre_scores_gemma":[0.9973103,0.001106057,0.0002248266,0.0003446413,0.00003735653,0.00001901389,0.0001345151,0.000001920396,0.0008213478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.035482,"threshold_uncertainty_score":0.07055092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05330977575162257,"score_gpt":0.3944285611808739,"score_spread":0.3411187854292513,"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."}}