{"id":"W4411218946","doi":"10.1177/08912432251348658","title":"Book Review: <i>Sex Work in Popular Culture</i> by Lauren Kirshner Sex Work in Popular Culture. By KirshnerLauren. Toronto, Ontario, Canada: University of Toronto Press, 2024, 401 pp., $90 (cloth); $39.95 (paper); $39.95 (eBook).","year":2025,"lang":"en","type":"article","venue":"Gender & Society","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology; Work (physics); Media studies; Gender studies; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001201675,0.0006995454,0.001175719,0.000009642083,0.0006032661,0.00007401923,0.001281836,0.0008578455,0.002242172],"category_scores_gemma":[0.00008366891,0.000714865,0.0005674808,0.0004236692,0.000337254,0.0006222302,0.0003049682,0.0008777063,0.000007070073],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005596301,"about_ca_system_score_gemma":0.002352694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9622885,"about_ca_topic_score_gemma":0.9887109,"domain_scores_codex":[0.9945313,0.0006163578,0.0008807562,0.001208967,0.001325586,0.001437082],"domain_scores_gemma":[0.9980143,0.00005414664,0.0003720691,0.0008455868,0.0001847482,0.0005291626],"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":[0.00003993441,0.0001897303,0.006504047,0.0002786225,0.0001906704,0.00001438114,0.1308684,0.000005707408,0.0001506832,0.00009419282,0.8612918,0.0003718878],"study_design_scores_gemma":[0.001022774,0.00002760127,0.001540992,0.0004867612,0.0001915477,7.36416e-7,0.0663238,0.000001524431,0.00004442752,0.00004207862,0.9296362,0.0006815449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001076646,0.965947,0.00002770869,0.001379844,0.001223058,0.001622087,0.0001413474,0.0001076966,0.02847461],"genre_scores_gemma":[0.004274519,0.6848111,0.0006296163,0.01351639,0.0003044671,0.00006625462,0.0004298477,0.0000641389,0.2959037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2811359,"threshold_uncertainty_score":0.9995303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116407033044303,"score_gpt":0.2344339477732221,"score_spread":0.2232698774427791,"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."}}