{"id":"W4392818452","doi":"10.1080/23322705.2024.2303249","title":"Foreword","year":2024,"lang":"en","type":"article","venue":"Journal of Human Trafficking","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science","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":[0.0007533368,0.00005049178,0.0001073749,0.0001531175,0.0003157445,0.0001507104,0.0001629675,0.00007110275,0.000304225],"category_scores_gemma":[0.00004361497,0.00003837837,0.0001281334,0.0002030861,0.00008756298,0.0001996626,0.000007085274,0.0002937604,0.0000274689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005683912,"about_ca_system_score_gemma":0.0000905135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001666918,"about_ca_topic_score_gemma":0.00002390634,"domain_scores_codex":[0.9992026,0.00005737407,0.0002300423,0.00005887949,0.0002925759,0.000158546],"domain_scores_gemma":[0.9996688,0.00008310479,0.0000751759,0.00003789688,0.00006434957,0.00007062108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002171109,0.0001314775,0.001129941,0.00007733861,0.0003980313,0.001356673,0.5792786,0.0005578766,0.001077603,0.1318426,0.09695891,0.1871693],"study_design_scores_gemma":[0.0003320537,0.0002686845,0.0008664982,0.001370884,0.0001446106,0.00008862232,0.05544478,0.0002401803,0.0002991358,0.01104546,0.9296347,0.0002644126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629129,0.01078309,0.0001060753,0.001174499,0.001519077,0.00003275786,1.121191e-7,0.00007164675,0.02339983],"genre_scores_gemma":[0.995511,0.0002408281,0.0001284065,0.0000342836,0.00153461,1.691389e-7,1.438263e-7,0.000009244346,0.002541299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326758,"threshold_uncertainty_score":0.333105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873459485289657,"score_gpt":0.3538713908040146,"score_spread":0.3251367959511181,"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."}}