{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490676,0.0005553139,0.0006274377,0.002275948,0.04490537,0.006715711,0.002580067,0.001065025,0.003399188],"category_scores_gemma":[0.002385395,0.000613874,0.0006252597,0.003191467,0.01510272,0.001500581,0.009349122,0.002457628,0.0001853247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06717904,"about_ca_system_score_gemma":0.09915432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905166,"about_ca_topic_score_gemma":0.9975373,"domain_scores_codex":[0.9976998,0.0004401207,0.00003993617,0.0001844433,0.0003340908,0.001301585],"domain_scores_gemma":[0.9975776,0.0002776124,0.0002563102,0.0001071154,0.0004808231,0.00130064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001338662,0.0001555875,0.1506188,0.0001558977,0.00005141597,0.001723562,0.8199795,0.0003245504,0.0008489215,0.005447586,0.002913492,0.01764682],"study_design_scores_gemma":[0.000005061393,0.00003688334,0.0969432,0.0001551606,0.00002118364,0.000152488,0.8927428,0.0001295772,0.0001101446,0.0004614203,0.00918555,0.00005658259],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991247,0.0004146238,0.0001903603,0.001707213,0.00003158555,0.00005245748,0.0001297049,0.000008142176,0.006218909],"genre_scores_gemma":[0.99815,0.0003334373,0.0002185874,0.0002168857,0.000003784326,0.00001600432,0.00004800323,0.000005554372,0.001007867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06717904,"threshold_uncertainty_score":0.4874203,"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."}}