{"id":"W201462257","doi":"10.55016/ojs/jet.v34i2.52642","title":"Soft Disability in Schools: Assisting or Confining At Risk Children and Youth?","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Developmental psychology; At-risk students; Social psychology; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002112553,0.00007843965,0.0001709631,0.00005659486,0.0006457773,0.00007462987,0.0001618547,0.00007665016,0.0009438039],"category_scores_gemma":[0.003545744,0.00006390845,0.00004915316,0.0002540053,0.0003780183,0.000284878,0.00003923909,0.000221768,0.00001712342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010087,"about_ca_system_score_gemma":0.001023927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008922722,"about_ca_topic_score_gemma":0.003476689,"domain_scores_codex":[0.9986558,0.0002184458,0.00041529,0.0001256308,0.000377492,0.00020732],"domain_scores_gemma":[0.9987711,0.0004066509,0.0003906209,0.00005554783,0.0002207096,0.0001553378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004389284,0.00005829884,0.9738467,0.000001265838,0.00001814178,3.339346e-7,0.02090937,2.526829e-7,0.000001770708,0.001921286,0.0006783569,0.002520303],"study_design_scores_gemma":[0.0002437468,0.00003071768,0.9883552,0.00004350702,0.00001889398,0.000005092762,0.00693748,8.385737e-7,0.000006228264,0.001932935,0.002334808,0.00009051184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988186,0.0001208816,0.000009228062,0.003103822,0.0005962268,0.0000823522,0.00001227702,0.000004503218,0.007884736],"genre_scores_gemma":[0.9928118,0.00007353273,0.002556024,0.00009561515,0.002340795,0.000001295821,0.000006028044,0.000006004976,0.002108893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450851,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831639080575486,"score_gpt":0.3526623245705437,"score_spread":0.3143459337647888,"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."}}