{"id":"W4390503350","doi":"10.1007/s10882-023-09944-2","title":"The Limits and Contributions of Formal Support: Service Providers’ Perspectives on Balancing Formal and Natural Support for People with Disabilities and their Families in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Developmental and Physical Disabilities","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Service provider; Thematic analysis; Natural (archaeology); Qualitative research; Psychology; Developmental psychology; Service (business); Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009187827,0.0003252528,0.0006763194,0.001657655,0.04183854,0.01067146,0.002433267,0.002647301,0.002697038],"category_scores_gemma":[0.02201519,0.000531461,0.0004256236,0.003106665,0.01910692,0.003486521,0.01043488,0.004992417,0.00008877971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1073925,"about_ca_system_score_gemma":0.1836243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9545171,"about_ca_topic_score_gemma":0.9713319,"domain_scores_codex":[0.9851195,0.005751005,0.0005172988,0.0004920909,0.002153564,0.005966555],"domain_scores_gemma":[0.978091,0.007524708,0.001414671,0.0003365983,0.004164742,0.008468277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004834112,0.00003559175,0.01172037,0.0001545362,0.00001137391,0.001276518,0.9656675,0.0001302697,0.0003194049,0.01003074,0.002431723,0.008173689],"study_design_scores_gemma":[0.000004836881,0.00001196936,0.004416575,0.000230434,0.00000730904,0.0001239686,0.9856071,0.00009721512,0.00003785173,0.0005149017,0.008929115,0.00001851302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936234,0.002071356,0.0005226297,0.03614929,0.0001277356,0.00009834822,0.00009373263,0.00001371542,0.02468913],"genre_scores_gemma":[0.9965156,0.0008532273,0.0002214627,0.001215203,0.00000957106,0.00002581014,0.00001563948,0.000007195625,0.001136191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073925,"threshold_uncertainty_score":0.7791905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270853088834557,"score_gpt":0.2717654253363697,"score_spread":0.2590568944480242,"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."}}