{"id":"W1480390507","doi":"10.1371/journal.pone.0076723","title":"Does an ‘Activity-Permissive’ Workplace Change Office Workers’ Sitting and Activity Time?","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Sitting; Permissive; Office workers; Medicine; Physical activity; Physical therapy; Gerontology; Psychology; Operations management","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002591135,0.0002382724,0.0003266592,0.00008749768,0.0001989228,0.0001310038,0.0001807753,0.0001384821,0.005124995],"category_scores_gemma":[0.00004221518,0.0001818064,0.0000425485,0.0001628085,0.0000849275,0.0004620812,0.0001664328,0.0002836237,0.001446657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004970865,"about_ca_system_score_gemma":0.000007611863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451399,"about_ca_topic_score_gemma":0.00005306302,"domain_scores_codex":[0.9983306,0.0002223742,0.0001425357,0.0005453271,0.0002476371,0.000511562],"domain_scores_gemma":[0.9988706,0.0002345325,0.0001090164,0.0005364717,0.00005193762,0.0001974253],"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":[0.002013081,0.02046088,0.2974602,0.001228194,0.004033951,0.0001445884,0.0465888,0.00001194201,0.03623161,0.0005786566,0.03381992,0.5574282],"study_design_scores_gemma":[0.003072822,0.001098718,0.961449,0.0008703299,0.0005483686,0.000006161413,0.01388651,0.004167028,0.003712859,0.0003087178,0.009120131,0.001759363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817579,0.0001148251,0.00002685978,0.00474504,0.0001510163,0.0008912199,0.0000142545,0.0001801186,0.01211872],"genre_scores_gemma":[0.9242595,0.00001875014,0.000407891,0.0003821267,0.0003042558,0.0002818164,0.000006846219,0.00003450405,0.07430428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6639888,"threshold_uncertainty_score":0.9993308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347489940192015,"score_gpt":0.258359780606193,"score_spread":0.2048848812042729,"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."}}