{"id":"W2142094784","doi":"10.1177/0741932510383161","title":"In Parents’ Voices","year":2010,"lang":"en","type":"article","venue":"Remedial and Special Education","topic":"Family and Disability Support Research","field":"Psychology","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Vlaamse regering; University of Windsor","keywords":"Psychology; Autism; Special education; Perception; Developmental psychology; Pedagogy; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001921306,0.00004871392,0.00006652129,0.00007027839,0.00003573034,0.00002004549,0.00006487066,0.00008197909,0.00470683],"category_scores_gemma":[0.0001322127,0.00004480222,0.00001530751,0.0001041208,0.00009513334,0.0000892777,0.00001423121,0.0001975173,0.0002986413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001048146,"about_ca_system_score_gemma":0.000121682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144328,"about_ca_topic_score_gemma":0.007758575,"domain_scores_codex":[0.9994437,0.00003272304,0.0001163681,0.0001638988,0.00009872742,0.0001446494],"domain_scores_gemma":[0.9996997,0.00005511652,0.0000174702,0.0001188552,0.00002593695,0.00008297139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008700261,0.0006617485,0.7570321,0.000009316993,0.000003565898,0.000002361188,0.007614626,1.546192e-8,0.002879307,0.0260832,0.02898269,0.1766441],"study_design_scores_gemma":[0.0002361988,0.00003623247,0.8497443,0.000003140171,0.000002188558,0.00000424675,0.00623802,0.000001210403,0.0001522795,0.009432388,0.1340723,0.00007751495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036598,0.00002701049,5.136595e-7,0.001260261,0.006746841,0.0001111817,0.000001186418,0.000006379543,0.08818687],"genre_scores_gemma":[0.9900549,0.000009227801,0.00002849419,0.0001987842,0.007466666,0.00003056139,0.00001476924,0.000003555912,0.002193026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765666,"threshold_uncertainty_score":0.996203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663182260482604,"score_gpt":0.3753614531626192,"score_spread":0.3487296305577932,"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."}}