{"id":"W4388765690","doi":"10.1080/10803548.2023.2284012","title":"Active time at work following the introduction of a standing and a cycling workstation into worker’s office space","year":2023,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; St. Francis Xavier University; Université de Montréal","funders":"","keywords":"Sitting; Workstation; Cycling; Sedentary behavior; Work (physics); Physical therapy; Physical activity; Medicine; Psychology; Physical medicine and rehabilitation; Computer science; Engineering; Operating system; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007360223,0.0001144423,0.0001883514,0.0002283596,0.0001290103,0.0000434951,0.0001779584,0.00007260281,0.00006817063],"category_scores_gemma":[0.0001644649,0.00009734637,0.0001267703,0.0002028775,0.00009198466,0.0002417129,0.0001067322,0.0001762877,0.00001640588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806828,"about_ca_system_score_gemma":0.00005437507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402815,"about_ca_topic_score_gemma":0.0000276538,"domain_scores_codex":[0.9988934,0.00007028509,0.0005044569,0.0001687749,0.0002339653,0.0001290655],"domain_scores_gemma":[0.998677,0.0004856385,0.0005261775,0.00008313171,0.0001737319,0.00005433706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2693401,0.0005382597,0.08939324,0.00007206451,0.008106613,0.00006639555,0.03719903,0.08642894,0.006064238,0.08668225,0.02007939,0.3960294],"study_design_scores_gemma":[0.001660158,0.0001031813,0.9831171,0.00009799722,0.00008424821,0.00004007025,0.002557016,0.001233938,0.00005881735,0.001125423,0.009742033,0.0001800175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939049,0.0002809066,0.002216673,0.001876627,0.001323453,0.00009958146,0.00002082566,0.000009789966,0.0002671851],"genre_scores_gemma":[0.9978318,0.000450071,0.0006598821,0.00007667965,0.0004981392,0.000003500502,0.00006444778,0.00001459804,0.0004008795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8937238,"threshold_uncertainty_score":0.396967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506964481036943,"score_gpt":0.3146716411218034,"score_spread":0.299601996311434,"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."}}