{"id":"W2122973718","doi":"10.1080/10803548.2006.11076698","title":"Allowing for MSD Prevention During Facilities Planning for a Public Service: An a Posteriori Analysis of 10 Library Design Projects","year":2006,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université Laval","funders":"","keywords":"Human factors and ergonomics; Engineering; Service (business); Intervention (counseling); Focus group; Process (computing); Inclusion (mineral); Poison control; Occupational safety and health; Process management; Engineering management; Medical education; Applied psychology; Psychology; Medicine; Computer science; Business; Nursing; Environmental health; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006596534,0.0006462664,0.0005278589,0.002449671,0.001496531,0.001145001,0.000635418,0.0007461132,0.001501696],"category_scores_gemma":[0.02433698,0.0007318614,0.0007356794,0.001986714,0.001007696,0.0009784289,0.001639978,0.0006524001,0.0003458177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233161,"about_ca_system_score_gemma":0.003481076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005922284,"about_ca_topic_score_gemma":0.0137359,"domain_scores_codex":[0.9941882,0.003362439,0.0004603199,0.0004009118,0.001043893,0.0005442926],"domain_scores_gemma":[0.9636291,0.02331592,0.005306557,0.00183133,0.004914484,0.001002559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002800419,0.004316338,0.6246631,0.00202661,0.0002208215,0.001074969,0.1160417,0.003867407,0.02560632,0.0004661827,0.0004613152,0.2184549],"study_design_scores_gemma":[0.0001058285,0.007619017,0.8993602,0.0002803472,0.0002700239,0.0004069516,0.06998098,0.002755051,0.01430982,0.0002906408,0.004483087,0.0001379713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977813,0.00003157825,0.00155159,0.00002193283,0.00000102939,0.0001795223,0.00007583042,0.000008042933,0.0003490818],"genre_scores_gemma":[0.9945508,0.000102801,0.003975881,0.00001654877,0.000002640019,0.0003296313,0.0002193264,0.000008801718,0.0007935849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006596534,"threshold_uncertainty_score":0.03488624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691381009389475,"score_gpt":0.3510602016251489,"score_spread":0.2819221006862014,"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."}}