{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002530814,0.00006094244,0.0001366713,0.00002688573,0.000296013,0.0001773475,0.00007761821,0.00004319327,0.0002218062],"category_scores_gemma":[0.0007963837,0.00007629612,0.00001266083,0.0003273926,0.0006218147,0.0004007945,0.00002218992,0.00006548224,1.560687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002165028,"about_ca_system_score_gemma":0.001730889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7697464,"about_ca_topic_score_gemma":0.9994441,"domain_scores_codex":[0.9989997,0.00002782705,0.0002677653,0.000192527,0.000242075,0.0002701126],"domain_scores_gemma":[0.9992113,0.0004840039,0.00002468908,0.00004634291,0.0001825981,0.0000510907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001107199,0.00003187211,0.2632198,0.0006523929,0.0000130061,0.000002249615,0.7088737,4.074758e-7,0.000001226649,0.01176718,0.0004584036,0.01496871],"study_design_scores_gemma":[0.0001153497,0.00003348297,0.01283699,0.0001885646,0.000002042594,0.000004473196,0.9822532,0.00002136398,0.00001200278,0.0005999872,0.003823057,0.0001095105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970518,0.0006313205,0.00001232342,0.001243226,0.0002553469,0.000371633,0.00005463757,0.00003822105,0.0003414538],"genre_scores_gemma":[0.9989351,0.00005483693,0.00015629,0.00004447513,0.00005766294,0.0001513362,0.00002565354,0.000009191986,0.0005654303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733795,"threshold_uncertainty_score":0.3111266,"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."}}