{"id":"W4404989022","doi":"10.1017/9781316831946.012","title":"Conclusion","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002571454,0.0004770203,0.0002839589,0.0008749719,0.002773522,0.004739305,0.001567165,0.002367939,0.1797874],"category_scores_gemma":[0.007061214,0.0001568429,0.0005023839,0.0008885285,0.001048353,0.002665867,0.002440261,0.002277258,0.06152147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003853055,"about_ca_system_score_gemma":0.005150844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007707126,"about_ca_topic_score_gemma":0.009336579,"domain_scores_codex":[0.9980257,0.0003404247,0.00005810338,0.0003590359,0.0008005602,0.0004163181],"domain_scores_gemma":[0.9972306,0.0003254052,0.00009648911,0.0002178156,0.001652049,0.000477615],"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":[0.0001127175,0.00005694589,0.003034361,0.0003991402,0.00001376157,0.0003311581,0.003095428,0.0002211701,0.000572786,0.1841198,0.6641581,0.1438846],"study_design_scores_gemma":[0.0000061326,0.0000130124,0.001233213,0.0002611856,0.000004406887,0.00008465994,0.002545708,0.00005747114,0.0002464768,0.01194039,0.9836015,0.000005872385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006291181,0.003307484,0.006381151,0.078695,0.01016207,0.0002332006,0.001420009,0.0004554348,0.8930545],"genre_scores_gemma":[0.06923155,0.004016321,0.005300338,0.04853779,0.001594929,0.0002655645,0.002386346,0.0004248556,0.8682423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1797874,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071533265597773,"score_gpt":0.2389385346412682,"score_spread":0.2182232019852904,"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."}}