{"id":"W2059130407","doi":"10.1080/13691058.2012.750760","title":"Identity management, negotiation and resistance among women in the sex trade in London, Ontario","year":2012,"lang":"en","type":"article","venue":"Culture Health & Sexuality","topic":"Sex work and related issues","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Negotiation; Resistance (ecology); Identity (music); Identity management; Gender studies; Political science; Sociology; Business; Art; Law; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00466643,0.00009298609,0.0001716579,0.00003957605,0.0004248976,0.00007865232,0.0001748814,0.0001257428,0.00003240164],"category_scores_gemma":[0.00004544091,0.00006720493,0.00001456649,0.0004708102,0.0001361935,0.0005395997,0.00002322079,0.0003481413,0.000004099245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007540392,"about_ca_system_score_gemma":0.00007354751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05444695,"about_ca_topic_score_gemma":0.5881444,"domain_scores_codex":[0.9977388,0.0008844144,0.0002799356,0.0001928375,0.0003154261,0.0005885987],"domain_scores_gemma":[0.999525,0.00004856943,0.0001154421,0.0001500073,0.000009921919,0.0001510804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000006489432,0.00007665523,0.3982018,0.00004470769,0.000004149261,0.000001219895,0.595795,4.248297e-7,3.457951e-7,0.004021143,0.001429106,0.0004189589],"study_design_scores_gemma":[0.0001918869,0.000007744108,0.7019518,0.00002546341,0.000002414467,1.669288e-7,0.1840443,3.23725e-7,3.530225e-7,0.002984041,0.1107259,0.00006557443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777932,0.002719314,0.00001070489,0.003509773,0.0002305468,0.0005184307,8.925153e-7,0.00002729462,0.01518984],"genre_scores_gemma":[0.9923657,0.0006819266,0.00007462093,0.0009973069,0.0001381092,0.00003359728,0.000007737024,0.000004037709,0.005696927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5336974,"threshold_uncertainty_score":0.9518496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738760818067102,"score_gpt":0.3481629213126151,"score_spread":0.3207753131319441,"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."}}