{"id":"W4398219201","doi":"10.1080/14427591.2024.2346177","title":"Occupational security: A holistic values-based framework for supporting occupations and safety","year":2024,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; GF Strong Rehabilitation Centre; Canada Foundation for Innovation; University of British Columbia","funders":"","keywords":"Occupational science; Occupational therapy; Psychology; Engineering ethics; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008441491,0.001138477,0.0004982967,0.003818559,0.01087036,0.013927,0.002254023,0.003572216,0.004172316],"category_scores_gemma":[0.003645367,0.0003853328,0.0007403875,0.002167723,0.05256937,0.008474346,0.01098003,0.00392679,0.0008563171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009642764,"about_ca_system_score_gemma":0.02047312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008324616,"about_ca_topic_score_gemma":0.01248933,"domain_scores_codex":[0.9937318,0.004243481,0.0002029152,0.000307986,0.0007684989,0.0007452696],"domain_scores_gemma":[0.9965991,0.0009987669,0.0003680493,0.0002623161,0.0005669167,0.001204808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001284103,0.00005028941,0.001163841,0.0001298734,0.000009516391,0.0001606567,0.02792249,0.0007928769,0.0001587152,0.9527704,0.002287529,0.01454095],"study_design_scores_gemma":[0.00001216189,0.00006268379,0.001410085,0.0008216093,0.00001390815,0.0002700019,0.04203321,0.001018882,0.0001956747,0.8358458,0.1182793,0.00003659027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05652816,0.006404944,0.1738628,0.06788889,0.001069786,0.0004131619,0.0001377147,0.0001582426,0.6935363],"genre_scores_gemma":[0.9351598,0.004110955,0.04305259,0.002770533,0.0002646933,0.0004552867,0.0001007625,0.00004677495,0.01403868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.013927,"threshold_uncertainty_score":0.06996346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763024531191251,"score_gpt":0.5749456438367279,"score_spread":0.3986431907176028,"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."}}