{"id":"W4408281793","doi":"10.3390/sexes6010011","title":"Ecological Contexts of Resilience in Sex Work: Managing a Precarious, Stigmatised, and Criminalised Occupation in One Canadian City","year":2025,"lang":"en","type":"article","venue":"Sexes","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Resilience (materials science); Work (physics); Ecology; Psychological resilience; Geography; Sociology; Psychology; Engineering; Biology; Social psychology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004814367,0.00005363888,0.0001422585,0.0002194135,0.000123968,0.00002790707,0.0001014875,0.0001184843,0.00004428847],"category_scores_gemma":[0.0002175345,0.00005243462,0.00001124609,0.0005337549,0.0001985736,0.00006598664,0.00002202145,0.0001170508,8.424957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232028,"about_ca_system_score_gemma":0.000196214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.398618,"about_ca_topic_score_gemma":0.7221742,"domain_scores_codex":[0.999198,0.0001663315,0.0001684272,0.0001531833,0.0001026209,0.000211424],"domain_scores_gemma":[0.999661,0.000158399,0.00003646632,0.00006614828,0.00002038537,0.00005759504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003048008,0.0000453541,0.8970081,0.00002336705,0.000007038122,0.00001334865,0.06977216,0.00009351179,0.0000197317,0.001815508,0.0001636941,0.03100773],"study_design_scores_gemma":[0.0002835666,0.00001539783,0.9796991,0.000279211,0.00000803891,8.582513e-8,0.01351167,0.0001038163,0.00006822063,0.005310921,0.000644607,0.00007530541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793316,0.00126182,0.0000107258,0.001009178,0.00006986041,0.0002324218,7.509199e-7,0.00001294441,0.01807066],"genre_scores_gemma":[0.998598,0.0002626471,0.0001360987,0.00009744261,0.000009439567,0.000007838507,0.000001589874,0.000001638208,0.000885311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3235562,"threshold_uncertainty_score":0.6053866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282725588270558,"score_gpt":0.3073031445792956,"score_spread":0.2844758886965901,"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."}}