{"id":"W2599424115","doi":"10.13140/rg.2.2.12480.02568","title":"Research into prostitution in Northern Ireland","year":2014,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; National University of Ireland; U.S. Department of Justice","keywords":"Northern ireland; Geography; Political science; Criminology; Ethnology; History; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00672357,0.0001182917,0.0001891694,0.0009970368,0.002225485,0.0001181666,0.0006632512,0.0003460005,0.0003028033],"category_scores_gemma":[0.0007799687,0.0001207781,0.00006559594,0.002656973,0.001684312,0.0004260915,0.0002978193,0.001415439,0.000503062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615511,"about_ca_system_score_gemma":0.0007620843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06175832,"about_ca_topic_score_gemma":0.02139612,"domain_scores_codex":[0.9941899,0.002309793,0.0001705092,0.00047308,0.001788797,0.001067965],"domain_scores_gemma":[0.9979402,0.0005441878,0.00004163211,0.0003158257,0.0007787326,0.0003793504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004846397,0.0008232548,0.5708314,0.0001116037,0.0001006657,0.001498597,0.0957398,0.0002728243,0.0001811429,0.2981517,0.01668369,0.01512076],"study_design_scores_gemma":[0.001342805,0.0003989223,0.05460355,0.0002739782,0.00001070224,0.000001768161,0.1355612,0.00008937175,0.0001513878,0.01095902,0.7961934,0.0004139745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7806039,0.00003477775,0.00002637094,0.005966497,0.0001064383,0.0004872978,0.000001160121,0.00008054444,0.212693],"genre_scores_gemma":[0.9705624,0.0005070053,0.00007296354,0.000009277139,0.0002185756,0.000002530988,0.00001565814,0.00001296096,0.02859866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7795097,"threshold_uncertainty_score":0.9990735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540058795593176,"score_gpt":0.3352326726226169,"score_spread":0.3098320846666851,"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."}}