{"id":"W4413703889","doi":"10.1080/14680777.2025.2550029","title":"Sex Work in Popular Culture","year":2025,"lang":"en","type":"article","venue":"Feminist Media Studies","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sex work; Work (physics); Popular culture; Psychology; Sociology; Media studies; Biology; Engineering; Human immunodeficiency virus (HIV)","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":[0.0003926586,0.00009940343,0.0002395118,0.00007961305,0.0004187056,0.00002968975,0.0001797762,0.0001441494,0.00002487328],"category_scores_gemma":[0.001002458,0.0000771802,0.00004278052,0.0008634814,0.0003886419,0.0000277031,0.00006904369,0.0001947078,0.00004977155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008465641,"about_ca_system_score_gemma":0.00005773421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046666,"about_ca_topic_score_gemma":0.0004046027,"domain_scores_codex":[0.9990596,0.0001057258,0.000172861,0.0001854573,0.000204439,0.0002719521],"domain_scores_gemma":[0.9995942,0.0001766601,0.00003305389,0.0001075668,0.00004659129,0.00004197585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001229767,0.00003958594,0.0703828,0.00001349016,0.00008700309,0.00002799502,0.8019124,0.000001297578,0.000001905831,0.004903017,0.1188186,0.00379965],"study_design_scores_gemma":[0.0001293862,0.000005739455,0.0014341,0.0001584834,0.00001642719,7.402861e-8,0.3853773,1.899077e-7,0.00001928227,0.002890144,0.6098909,0.00007795573],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3234743,0.1449208,0.000002797583,0.01542675,0.006011209,0.0004516562,0.000001904597,0.0002803622,0.5094302],"genre_scores_gemma":[0.9366096,0.009568399,0.0001898348,0.0004487343,0.0003227096,0.00002986797,0.000003056437,0.000005209569,0.05282254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6131353,"threshold_uncertainty_score":0.3220387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801550233737325,"score_gpt":0.3526579772267212,"score_spread":0.3246424748893479,"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."}}