{"id":"W2321068415","doi":"10.1177/1049732315616622","title":"“Live It to Understand It”","year":2015,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Family and Disability Support Research","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Glenrose Rehabilitation Hospital; McGill University; York University; Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital","funders":"Sick Kids Foundation","keywords":"Psychology; Ethnography; Developmental psychology; Autism spectrum disorder; Qualitative research; Identity (music); Participant observation; Autism; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03774324,0.0001980817,0.0004246385,0.0005759607,0.0004575634,0.00008837086,0.0005819921,0.0001682374,0.004564779],"category_scores_gemma":[0.005677062,0.0001815329,0.00007800836,0.001536554,0.0008398899,0.0001478023,0.000280722,0.001184758,0.02337702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219882,"about_ca_system_score_gemma":0.002259836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330127,"about_ca_topic_score_gemma":0.002933059,"domain_scores_codex":[0.9817648,0.01238707,0.0006690352,0.0008717063,0.002286818,0.002020591],"domain_scores_gemma":[0.9897184,0.005643911,0.00006456568,0.0008851467,0.001411027,0.00227698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005331512,0.000276526,0.0005821537,0.0000718865,0.00002566923,0.00001803931,0.4222433,0.000001278566,0.000004678772,0.03700108,0.5370618,0.002180435],"study_design_scores_gemma":[0.00086389,0.002644468,0.00144296,0.00004316639,0.000001029383,0.000003923473,0.8628638,0.000007115436,0.000008670026,0.0224581,0.1095054,0.0001574253],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2471969,0.001085957,0.002305374,0.3796501,0.0007212887,0.003273764,0.0002035595,0.0001198237,0.3654432],"genre_scores_gemma":[0.9338009,0.00002562714,0.001313567,0.0130674,0.0002664076,0.0003693352,0.00005757663,0.00005719611,0.05104204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6866039,"threshold_uncertainty_score":0.9963452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9120480727718194,"score_gpt":0.7393579842311486,"score_spread":0.1726900885406708,"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."}}