{"id":"W4392786730","doi":"10.1080/14427591.2024.2308085","title":"Special issue: Occupation and society: Global to local perspectives for the future","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Occupational science; Sociology; Engineering ethics; Environmental ethics; Epistemology; Political science; Psychology; Occupational therapy; Engineering; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003210535,0.00008786468,0.0001158249,0.0001068003,0.001353396,0.0001228842,0.0003067048,0.00006851728,0.000397989],"category_scores_gemma":[0.0004941358,0.00005038466,0.0001013335,0.0008892757,0.0002906491,0.0007850006,0.00007640178,0.0003881897,0.00004828147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869942,"about_ca_system_score_gemma":0.002450885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001358671,"about_ca_topic_score_gemma":0.00002353249,"domain_scores_codex":[0.9980611,0.00009175895,0.0003472361,0.0002005735,0.001020782,0.0002785488],"domain_scores_gemma":[0.9970093,0.001312753,0.0001503025,0.00009281184,0.001274869,0.0001599506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001980281,0.00009929173,0.01308628,0.0001177184,0.0001254314,0.000006019951,0.0179901,0.0003633764,0.0004640034,0.08901504,0.6662501,0.2105024],"study_design_scores_gemma":[0.0003456121,0.0002568473,0.321879,0.00008853067,0.00002613818,0.00002349461,0.02504671,0.002472095,0.00001377924,0.0021505,0.6476122,0.00008515523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3473654,0.01078282,0.357267,0.2338881,0.03357135,0.004362849,0.0004978862,0.00009967828,0.01216491],"genre_scores_gemma":[0.8915398,0.001157879,0.01523164,0.003505566,0.08674169,0.00006470064,0.000005152407,0.0000190609,0.001734482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5441744,"threshold_uncertainty_score":0.9999467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07925037891940596,"score_gpt":0.5356535100511981,"score_spread":0.4564031311317922,"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."}}