{"id":"W34344171","doi":"","title":"Transformational Outcomes and Effective Life Management Strategies in Parents of Children with Autism.","year":2004,"lang":"en","type":"article","venue":"Exceptionality education Canada","topic":"Family and Disability Support Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Autism; Transformational leadership; Psychology; Developmental psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209553,0.0000972839,0.000123647,0.0002530497,0.001540416,0.0007539134,0.0003645093,0.0002501789,0.001754524],"category_scores_gemma":[0.009840406,0.00004216615,0.0001364073,0.000245501,0.0007248613,0.000648419,0.001324749,0.0007178683,0.0001046691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918531,"about_ca_system_score_gemma":0.004388847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03273507,"about_ca_topic_score_gemma":0.07916144,"domain_scores_codex":[0.9990859,0.0004917409,0.00002802549,0.00002951146,0.0001714366,0.0001934875],"domain_scores_gemma":[0.9977451,0.0005262374,0.0003843784,0.00007935758,0.000343298,0.0009215495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006967829,0.002373297,0.4461188,0.0002037824,0.00005358012,0.002058438,0.06213738,0.000372793,0.0004319357,0.00747102,0.01943554,0.4586467],"study_design_scores_gemma":[0.00008177427,0.0006759374,0.8444446,0.0003956394,0.00005348637,0.001304077,0.1334599,0.000348906,0.0005383567,0.00516938,0.01349997,0.00002791707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828294,0.0009988269,0.0001167652,0.003851068,0.00004858504,0.000028923,0.0000913672,0.000008191083,0.01202699],"genre_scores_gemma":[0.9990194,0.0002821707,0.0001214736,0.00007221603,0.00000398912,0.0000205907,0.00004334998,0.000001640146,0.0004352379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03273507,"threshold_uncertainty_score":0.06508911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295077827616694,"score_gpt":0.3201389178736854,"score_spread":0.3071881395975185,"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."}}