{"id":"W4386764045","doi":"10.32920/24150468","title":"The voice of disabled children transitioning to school","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anxiety; Psychology; Disabled people; Developmental psychology; Pedagogy; Applied psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001683084,0.000292291,0.0004412338,0.00100774,0.009449157,0.005612846,0.0006821449,0.002096433,0.01099211],"category_scores_gemma":[0.006813422,0.0002064242,0.00034755,0.001277293,0.007670243,0.003922928,0.005328611,0.005214283,0.001590813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004187995,"about_ca_system_score_gemma":0.002659529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306823,"about_ca_topic_score_gemma":0.03057091,"domain_scores_codex":[0.9979607,0.0007472116,0.00005730805,0.0001513589,0.0003758008,0.0007075617],"domain_scores_gemma":[0.9963612,0.001214118,0.0005737567,0.0001262437,0.0003565383,0.001368079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001165645,0.0000648582,0.01941752,0.0002195062,0.00001722251,0.003945239,0.773739,0.00004422199,0.001125581,0.01984044,0.1281457,0.05332407],"study_design_scores_gemma":[0.000008439555,0.00002069916,0.01307353,0.0003289268,0.00001096062,0.001654635,0.7909822,0.00001851063,0.000253547,0.001610587,0.1920136,0.00002429235],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6158224,0.01095277,0.000615512,0.1912016,0.004270557,0.00004374549,0.000603799,0.0001344441,0.1763552],"genre_scores_gemma":[0.9394875,0.005328051,0.0002207338,0.01588625,0.0007199162,0.00005685907,0.0001585546,0.0001642007,0.03797782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306823,"threshold_uncertainty_score":0.04586792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902966799701885,"score_gpt":0.393913365650547,"score_spread":0.3248836976535282,"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."}}