{"id":"W4309070474","doi":"10.1371/journal.pone.0277550","title":"The silent majority: The typical Canadian sex worker may not be who we think","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sex work and related issues","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Population; Sex ratio; Advertising; Medicine; Geography; Sociology; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00257428,0.0003525098,0.0005292665,0.001079655,0.009937324,0.004483038,0.001538808,0.0009318179,0.009916932],"category_scores_gemma":[0.007343441,0.0003114286,0.0003394503,0.002052356,0.004861515,0.001761381,0.00215596,0.002053632,0.001682225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02100783,"about_ca_system_score_gemma":0.03181338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9699028,"about_ca_topic_score_gemma":0.977539,"domain_scores_codex":[0.9970842,0.0003136774,0.00007503451,0.0004113343,0.001396973,0.000718763],"domain_scores_gemma":[0.9965687,0.0004377176,0.0005303317,0.0002166591,0.001527466,0.0007191484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003666588,0.00007931912,0.3597181,0.0008559651,0.0002023367,0.001893344,0.1475175,0.0002534402,0.002439564,0.02449412,0.2476412,0.2145384],"study_design_scores_gemma":[0.00003636423,0.00007890208,0.3141021,0.001272666,0.0001746834,0.00116939,0.2451105,0.0005539679,0.000880424,0.006042246,0.430324,0.0002549039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6847898,0.01228385,0.004789981,0.1238965,0.002134402,0.0002694178,0.009775355,0.0003388686,0.1617218],"genre_scores_gemma":[0.9464453,0.004334588,0.001445639,0.02278788,0.0002329462,0.00007015844,0.001386897,0.00009575276,0.02320064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009719,"threshold_uncertainty_score":0.1524232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04993254659085746,"score_gpt":0.2655692493552159,"score_spread":0.2156367027643584,"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."}}