{"id":"W4409381213","doi":"10.15173/cjae.v5i1.5985","title":"It Begins with a Diagnosis:","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Autism Equity","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007381164,0.0001092615,0.0002332596,0.0003644359,0.0001633616,0.00007157541,0.0004513072,0.0001136977,0.004672904],"category_scores_gemma":[0.000176994,0.00009060618,0.00009784372,0.0003917703,0.0003317894,0.0001247016,0.00003200625,0.0004654885,0.00009887063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277448,"about_ca_system_score_gemma":0.003316058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02185313,"about_ca_topic_score_gemma":0.1423458,"domain_scores_codex":[0.9986676,0.0001182644,0.0003119826,0.000162136,0.0001975511,0.0005424927],"domain_scores_gemma":[0.998606,0.0001419667,0.00008857919,0.0003180852,0.000113797,0.0007315932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190694,0.0001399681,0.5147506,0.00004797645,0.0002860705,0.001780207,0.003064766,0.00001276534,0.00001168698,0.056465,0.3874433,0.03587862],"study_design_scores_gemma":[0.001048408,0.00048929,0.6948912,0.0001996088,0.00006955196,0.000204491,0.003023685,0.000003608917,0.00004562474,0.008064854,0.2917954,0.000164279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6231281,0.001426194,0.0004316387,0.05871034,0.001457137,0.0002356965,0.00005541591,0.00001180807,0.3145437],"genre_scores_gemma":[0.9939971,0.000008801431,0.00008931459,0.002479392,0.00005099454,0.00001345137,0.000001822584,0.000008053978,0.003351054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.370869,"threshold_uncertainty_score":0.996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573490567465595,"score_gpt":0.3850613279067352,"score_spread":0.3293264222320793,"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."}}