{"id":"W4394721679","doi":"10.1111/cch.13256","title":"Parent perceptions of social well‐being in children with special educational needs during COVID‐19: A mixed‐methods analysis","year":2024,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Thematic analysis; Psychology; Developmental psychology; Guardian; Perception; Qualitative research; Medical education; Social psychology; Sociology; Medicine; Social science; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003612971,0.0001770792,0.0003443493,0.0008120668,0.0004931236,0.00002573849,0.00008340687,0.00007769265,0.0007549702],"category_scores_gemma":[0.000008673345,0.0001627277,0.00006733206,0.0009467613,0.00006884168,0.00004021535,0.00005218018,0.00023393,0.00001626872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165883,"about_ca_system_score_gemma":0.002696229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344024,"about_ca_topic_score_gemma":0.002457024,"domain_scores_codex":[0.9982873,0.0001839904,0.0004949287,0.0004205783,0.0002044537,0.0004087176],"domain_scores_gemma":[0.9992259,0.00007570192,0.00008840002,0.000129146,0.00003017645,0.0004507386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007584559,0.0001617473,0.670278,0.0006386733,0.0002503092,0.000002593508,0.2112221,0.00001051221,5.257074e-7,0.002919466,0.0005483087,0.113892],"study_design_scores_gemma":[0.00059837,0.0000772542,0.9619048,0.0000746904,0.00004055352,0.00003109595,0.02336187,0.000003045261,0.00000355321,0.00004027113,0.01370271,0.0001617969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902549,0.00236449,0.001208127,0.002296985,0.0004927231,0.0004917422,0.00002757148,0.00003982356,0.002823584],"genre_scores_gemma":[0.9943967,0.0001604507,0.002900688,0.001288933,0.0005171706,0.0001151715,0.0003702729,0.0000175858,0.0002330162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916268,"threshold_uncertainty_score":0.8266394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268035542914766,"score_gpt":0.4262903612963889,"score_spread":0.3994868070049123,"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."}}