{"id":"W4386342232","doi":"10.1515/9781772120219-003","title":"Introduction","year":2015,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008208033,0.0006546486,0.0004574088,0.001097411,0.003413816,0.006309615,0.001736416,0.003350226,0.3665649],"category_scores_gemma":[0.002540957,0.000258095,0.0005591905,0.001561947,0.001527618,0.003348631,0.003106073,0.002465175,0.1987045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895377,"about_ca_system_score_gemma":0.003246582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688767,"about_ca_topic_score_gemma":0.0216313,"domain_scores_codex":[0.9986878,0.0002153812,0.00005560007,0.0003556462,0.000471317,0.0002142277],"domain_scores_gemma":[0.9991007,0.0001344952,0.00004800837,0.0001436606,0.0003992821,0.0001739339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002642909,0.000030952,0.0004862312,0.0001694936,0.000004004437,0.0001595831,0.001055321,0.00008929988,0.000260443,0.1878164,0.7342192,0.07568269],"study_design_scores_gemma":[7.705375e-7,0.000002946553,0.0001286458,0.00004647049,5.276735e-7,0.00004702854,0.0001395541,0.00001473449,0.00003109467,0.001706939,0.9978795,0.000001969003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009335586,0.003729949,0.002383374,0.01212856,0.006689593,0.00008805706,0.002066778,0.0003619875,0.9716181],"genre_scores_gemma":[0.01013392,0.003392594,0.001627323,0.006652334,0.001750653,0.00009807468,0.002003574,0.0002833477,0.9740581],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3665649,"threshold_uncertainty_score":0.9035183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973848543339449,"score_gpt":0.2350615836050157,"score_spread":0.2053230981716212,"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."}}