{"id":"W2605097442","doi":"10.3390/socsci6020039","title":"A Sex Work Research Symposium: Examining Positionality in Documenting Sex Work and Sex Workers’ Rights","year":2017,"lang":"en","type":"article","venue":"Social Sciences","topic":"Sex work and related issues","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College; York University","funders":"","keywords":"Sex work; Sex workers; Scholarship; Politics; Gender studies; Work (physics); Sociology; Sex segregation; Political science; Law; Medicine","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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.009428885,0.0001509994,0.0002570548,0.0001747357,0.01591925,0.001845805,0.0009319735,0.0002768799,0.0001308595],"category_scores_gemma":[0.0002732852,0.000130584,0.00005188197,0.001273821,0.004761824,0.0006423456,0.0003116068,0.0005046552,0.00002304994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689332,"about_ca_system_score_gemma":0.0002537997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009593852,"about_ca_topic_score_gemma":0.001004782,"domain_scores_codex":[0.9958796,0.0009393843,0.0002809028,0.0006051445,0.001322543,0.000972455],"domain_scores_gemma":[0.9987476,0.0006529177,0.0001761731,0.0001868231,0.00008314212,0.0001533413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001051806,0.00004622119,0.7754493,0.000004638969,0.00001775151,0.00001803931,0.2130263,0.000005833523,0.00002141566,0.00423291,0.001093526,0.006073543],"study_design_scores_gemma":[0.0007842752,0.0001086195,0.5928082,0.0006117166,0.00002956777,0.000001504635,0.2771202,0.00001787827,0.0001777503,0.09293134,0.03453842,0.000870454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.803897,0.000321201,0.000001837746,0.006321525,0.0003288122,0.0002215384,3.996118e-7,0.00005031208,0.1888574],"genre_scores_gemma":[0.9892032,0.00008776458,0.0002036477,0.00005405635,0.0007685542,0.00001954618,0.000001177013,0.000007147841,0.009654863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1853063,"threshold_uncertainty_score":0.9991904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130436030989566,"score_gpt":0.4330317843430369,"score_spread":0.3199881812440803,"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."}}