{"id":"W4312622669","doi":"10.51952/9781447358831.fm002","title":"Foreword","year":2021,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Business","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004522852,0.0007652256,0.0005451402,0.001286288,0.002167534,0.0045549,0.001158161,0.002197316,0.4510335],"category_scores_gemma":[0.002375017,0.0003265578,0.0004003106,0.001247336,0.0006124303,0.003506505,0.001603788,0.003727231,0.421377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598127,"about_ca_system_score_gemma":0.00155105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005136764,"about_ca_topic_score_gemma":0.009868369,"domain_scores_codex":[0.9995963,0.00004522709,0.00001644353,0.00005238071,0.0002530214,0.00003673565],"domain_scores_gemma":[0.9988617,0.00022046,0.00004176561,0.00006949827,0.0006053201,0.0002011837],"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":[0.000002998711,0.000005517241,0.00001034831,0.00003188276,3.288934e-7,0.00001634246,0.00004586383,0.000010424,0.00004151916,0.003726467,0.975582,0.02052628],"study_design_scores_gemma":[5.812467e-7,0.000001552299,0.00002070648,0.00004213544,2.432591e-7,0.00002667221,0.00003030685,0.000004183564,0.00001252027,0.0004828587,0.9993774,8.947217e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0001739088,0.00771255,0.0008785187,0.01896534,0.02702501,0.0001003088,0.0006655289,0.0004207265,0.9440581],"genre_scores_gemma":[0.0004753071,0.001923278,0.000252025,0.003226699,0.001839749,0.00002583528,0.0002580095,0.00016336,0.9918357],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5489665,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0610378590333428,"score_gpt":0.3401329855727382,"score_spread":0.2790951265393954,"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."}}