{"id":"W2100321062","doi":"10.1080/15459624.2015.1077966","title":"The physical demands of electrical utilities work in North America","year":2015,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Work (physics); Work rate; Heart rate; Environmental science; Statistics; Mathematics; Medicine; Physical therapy; Engineering; Blood pressure; Internal medicine; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001950184,0.00007578066,0.0001487178,0.00003181647,0.00006097211,0.000008441435,0.0001010277,0.00002149654,0.00005875825],"category_scores_gemma":[0.00004295395,0.00004834775,0.00003920573,0.0001525624,0.0002366605,0.0001480498,0.00006966202,0.0001167267,0.00001330009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456008,"about_ca_system_score_gemma":0.00001662396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002651744,"about_ca_topic_score_gemma":0.00003628469,"domain_scores_codex":[0.9990385,0.00003725699,0.0002873835,0.00007489384,0.0003906727,0.0001713579],"domain_scores_gemma":[0.9994636,0.0001281432,0.000187302,0.00006160005,0.00000419478,0.0001551384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007125803,0.0002354654,0.9655895,0.000003117779,0.000005751586,0.00000689758,0.001919277,0.000774273,0.0001924925,0.000008469973,0.001396042,0.02915613],"study_design_scores_gemma":[0.0004313479,0.0003642935,0.9944353,0.000008899475,0.000007116336,0.00002054782,0.0007054713,0.0005184439,0.00008405627,0.0002753912,0.003093827,0.00005530557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999068,0.0003539611,0.0000161408,0.0002546751,0.00004229483,0.00004861901,0.00001021007,0.000001130561,0.0002049184],"genre_scores_gemma":[0.9992386,0.0003826971,0.0001390793,0.0001074405,0.00007037533,0.000001899881,0.000005666147,0.000004082248,0.00005021555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02910082,"threshold_uncertainty_score":0.1971564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468568861687429,"score_gpt":0.2953291400835479,"score_spread":0.248472253914805,"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."}}