{"id":"W3175668403","doi":"10.3390/socsci10070238","title":"Editorial: Understanding Exploitation in Consensual Sex Work to Inform Occupational Health &amp; Safety Regulation: Current Issues and Policy Implications","year":2021,"lang":"en","type":"editorial","venue":"Social Sciences","topic":"Sex work and related issues","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sex work; Work (physics); Occupational safety and health; Political science; Psychology; Public relations; Medicine; Engineering; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003231996,0.0002400201,0.0004304522,0.0004733614,0.00467894,0.0006119838,0.0003517526,0.0006452016,0.00005898856],"category_scores_gemma":[0.002779576,0.0002245288,0.00007431598,0.003805206,0.00105785,0.0003446698,0.0001307847,0.0005393884,0.00001744133],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850414,"about_ca_system_score_gemma":0.00648191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008969472,"about_ca_topic_score_gemma":0.006021601,"domain_scores_codex":[0.9957636,0.0004822185,0.0006180625,0.0005870603,0.001856679,0.0006923792],"domain_scores_gemma":[0.997697,0.001209936,0.0003716334,0.0001218691,0.000385979,0.0002135885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001849824,0.00002458493,0.0007113664,0.00001393144,0.000008653599,9.08336e-8,0.08985206,0.00001965165,3.141079e-7,0.01846714,0.8876444,0.003239373],"study_design_scores_gemma":[0.0001778937,0.00002902006,0.001641578,0.0001877137,0.000007863025,5.375187e-8,0.03200641,6.701767e-7,1.368604e-7,0.02139316,0.9442946,0.0002608518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003859502,0.001559646,0.0001817952,0.05807828,0.9340723,0.000637632,0.00005923573,0.0001083672,0.004916763],"genre_scores_gemma":[0.004622824,0.002020563,0.0003691181,0.0001330856,0.9910627,0.00004311433,0.0003115506,0.00001590985,0.001421146],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05794519,"threshold_uncertainty_score":0.9991504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132982784241701,"score_gpt":0.4669971960269828,"score_spread":0.3536989176028127,"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."}}