{"id":"W4367607233","doi":"10.32920/22726292","title":"Anti-trafficking saviors: Celebrity, slavery, and branded activism","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Parallels; Politics; Harm; Sociology; Empowerment; Political science; Narrative; Sex work; Sex trafficking; Political economy; Criminology; Law; Human trafficking","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071705,0.00024361,0.0001353748,0.001145392,0.006082159,0.005581566,0.0003703663,0.001247096,0.005652903],"category_scores_gemma":[0.002841914,0.0001546437,0.0001257323,0.0006100351,0.01613214,0.003953567,0.004689726,0.001647481,0.0002444203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516017,"about_ca_system_score_gemma":0.0008508101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318974,"about_ca_topic_score_gemma":0.004252644,"domain_scores_codex":[0.9989305,0.0006451409,0.00001809601,0.0001065473,0.0001496278,0.0001500226],"domain_scores_gemma":[0.9979195,0.001237946,0.0003355017,0.000136479,0.0001177987,0.0002528834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006966925,0.00011861,0.01255143,0.0001118742,0.00001027328,0.0004700178,0.6910679,0.00007387537,0.001463364,0.2602809,0.003343647,0.03043838],"study_design_scores_gemma":[0.00001394746,0.0001135602,0.02356914,0.0004096931,0.00002105908,0.0005926016,0.7104032,0.0005694224,0.002291802,0.04981622,0.2121711,0.0000282074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511816,0.001308905,0.00214828,0.0128005,0.0001964316,0.00002564311,0.00003556061,0.00002344936,0.2322796],"genre_scores_gemma":[0.9953199,0.0002832032,0.0002434935,0.000318733,0.00004726697,0.00001075376,0.000008167401,0.00001283015,0.003755626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006082159,"threshold_uncertainty_score":0.01891083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04759571592744528,"score_gpt":0.3392131505625056,"score_spread":0.2916174346350603,"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."}}