{"id":"W4405089899","doi":"10.3390/disabilities4040067","title":"Enabling Formal and Natural Supports for Adults with Developmental Disabilities in British Columbia, Canada: Experiences of Three Organizations","year":2024,"lang":"en","type":"article","venue":"Disabilities","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Flexibility (engineering); Natural (archaeology); Public relations; Knowledge management; Focus group; Psychology; Political science; Business; Management; Geography; Marketing; Computer science","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":[0.002284184,0.0004713779,0.0005266163,0.001101292,0.03683623,0.004417835,0.001847344,0.001480771,0.002432039],"category_scores_gemma":[0.005003286,0.0004584597,0.0002736249,0.002507001,0.008698682,0.001425293,0.007395446,0.002614108,0.0001916945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07754276,"about_ca_system_score_gemma":0.1183044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806318,"about_ca_topic_score_gemma":0.9953722,"domain_scores_codex":[0.9960954,0.001160995,0.0001081895,0.0002067521,0.0004898283,0.001938868],"domain_scores_gemma":[0.9927933,0.001288646,0.0004795295,0.0001538827,0.001328375,0.003956222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009720202,0.0001343462,0.02906347,0.0001962996,0.00001573754,0.003769252,0.9380452,0.0002063407,0.0007282415,0.003071484,0.003835871,0.02083662],"study_design_scores_gemma":[0.000006516395,0.00003603739,0.01271897,0.0001398712,0.000007653494,0.0002100668,0.9719802,0.00008569247,0.00009135916,0.0001649518,0.01453467,0.0000240031],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871768,0.0007182907,0.0002548322,0.002792945,0.00002925099,0.00007648503,0.00007449305,0.00001071466,0.00886613],"genre_scores_gemma":[0.9948969,0.0008956817,0.0004167107,0.0007362862,0.000005459016,0.00004855116,0.00004985338,0.000009617792,0.002940824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07754276,"threshold_uncertainty_score":0.5626147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722535638909322,"score_gpt":0.2714752701574529,"score_spread":0.2542499137683597,"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."}}