{"id":"W1168260391","doi":"","title":"Classifying occupational threats posed to knowledge workers as a response to one of the social aspects of sustainable development concerning occupational health and safety","year":2014,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sustainable Development and Environmental Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Environmental health; Sustainable development; Business; Political science; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025293,0.000101042,0.0002875443,0.00003501228,0.0001846226,0.00000645137,0.0001269057,0.00002215789,0.00004817104],"category_scores_gemma":[0.00008052745,0.00009165211,0.00003160292,0.0001534443,0.0001029561,0.00006974676,0.000389763,0.00003623614,0.000007002784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334788,"about_ca_system_score_gemma":0.0001591575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005024201,"about_ca_topic_score_gemma":0.00002423981,"domain_scores_codex":[0.9990155,0.00006367225,0.0004307188,0.0002142082,0.0000854089,0.0001905501],"domain_scores_gemma":[0.9994727,0.00007108803,0.0002796311,0.0001115038,0.00001402686,0.00005105454],"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":[0.003029917,0.0004549423,0.2671776,0.007762925,0.0001524941,0.000001684397,0.0160525,0.003714241,0.0002574869,0.1506658,0.001998885,0.5487314],"study_design_scores_gemma":[0.0003440824,0.0001071443,0.9037065,0.0009117749,0.000007134511,6.035726e-7,0.0005898814,0.00007884092,0.0001394984,0.0005953014,0.09338678,0.0001324621],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930826,0.002192867,0.000217551,0.001192328,0.00002284095,0.0006350504,0.000004398669,0.000001941,0.002650418],"genre_scores_gemma":[0.9908089,0.00531108,0.002641029,0.0006861353,0.000008107535,0.00002887627,0.000004512882,0.000007018158,0.0005043239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6365288,"threshold_uncertainty_score":0.3737465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470517150273299,"score_gpt":0.2686661299684984,"score_spread":0.2439609584657654,"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."}}