{"id":"W2073974136","doi":"10.1108/ijwhm-06-2013-0021","title":"Quality of online physical activity information for long-haul truck drivers","year":2014,"lang":"en","type":"article","venue":"International Journal of Workplace Health Management","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Readability; Population; Quality (philosophy); World Wide Web; The Internet; Applied psychology; Computer science; Psychology; Medicine; Environmental health","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":[0.001953223,0.00007259128,0.0002291679,0.0001389512,0.0001048357,0.0000397968,0.0004140179,0.0000319287,0.00002563115],"category_scores_gemma":[0.0001157765,0.0000663268,0.000158425,0.0001151257,0.00008382419,0.0007077831,0.00002717394,0.0001185742,0.000001908151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026839,"about_ca_system_score_gemma":0.0001452496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809733,"about_ca_topic_score_gemma":0.0005629323,"domain_scores_codex":[0.9982895,0.0001491549,0.0005101525,0.00008085202,0.0008082121,0.0001621031],"domain_scores_gemma":[0.9981446,0.0001863824,0.001036376,0.00008721944,0.0004422474,0.0001031784],"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":[0.001481754,0.001453184,0.2371806,0.0004727931,0.0003670257,0.000002123864,0.007447066,0.001031484,0.000006146199,0.0382884,0.003950043,0.7083194],"study_design_scores_gemma":[0.001816286,0.0001631856,0.9406118,0.0001433628,0.00002401445,2.837886e-7,0.001719979,0.0005061174,0.00002887875,0.003945282,0.05092808,0.0001126952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9070346,0.00001512909,0.07651928,0.01326532,0.0009588636,0.0003181798,0.00002810261,0.00001182141,0.00184869],"genre_scores_gemma":[0.9969505,0.0000652773,0.00199833,0.0003614247,0.000402136,0.00000300664,0.00001335096,0.000003233305,0.0002027263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7082067,"threshold_uncertainty_score":0.2704728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307788127552989,"score_gpt":0.4057584297269758,"score_spread":0.3726805484514459,"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."}}