{"id":"W4413358266","doi":"10.3390/sexes6030046","title":"Understanding Resilience Among People in Sex Work","year":2025,"lang":"en","type":"article","venue":"Sexes","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":"Resilience (materials science); Sex work; Work (physics); Psychology; Sociology; Medicine; 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":[0.0003728644,0.00005358046,0.00009421588,0.000112596,0.0003376329,0.00006529684,0.0001628964,0.0001027374,0.00009110124],"category_scores_gemma":[0.0001085345,0.00004969382,0.00002264414,0.001170172,0.000189134,0.00008855625,0.00003042114,0.000130446,0.00001579477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527853,"about_ca_system_score_gemma":0.00007434715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510173,"about_ca_topic_score_gemma":0.005863642,"domain_scores_codex":[0.9992693,0.00009501214,0.0001038148,0.000149812,0.0001444812,0.0002375612],"domain_scores_gemma":[0.9996754,0.0001683123,0.00002151231,0.00009164465,0.000008035092,0.00003509314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006329111,0.00001999842,0.8849365,0.000005206807,0.000007627482,0.000005048761,0.09374283,0.0001789021,0.000008645378,0.01684515,0.003330349,0.0009134403],"study_design_scores_gemma":[0.000432468,0.00002084116,0.2853484,0.0006156213,0.00001923585,1.483151e-7,0.5998374,0.0001225005,0.0002585553,0.08370956,0.0292856,0.0003496877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.757247,0.0005772064,0.000225162,0.001227278,0.0003619571,0.000102615,7.162551e-8,0.00007099425,0.2401877],"genre_scores_gemma":[0.9749036,0.0002277993,0.00004957122,0.00006396419,0.00004300435,0.000003879081,4.574992e-7,0.000003073499,0.02470466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.599588,"threshold_uncertainty_score":0.3794647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215698689722752,"score_gpt":0.307333359077084,"score_spread":0.2751763721798565,"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."}}