{"id":"W4385975029","doi":"10.1093/acprof:oso/9780199580286.002.0004","title":"Preface","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); The arts; History; Media studies; Visual arts; Geography; Sociology; Cartography; Art; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003568041,0.0006989847,0.000578305,0.002092643,0.001779442,0.003732,0.0009596787,0.0009009079,0.4663594],"category_scores_gemma":[0.002702817,0.0003003396,0.0004107984,0.002090486,0.0005532649,0.002726279,0.00152548,0.002140405,0.2811722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154442,"about_ca_system_score_gemma":0.001471801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466914,"about_ca_topic_score_gemma":0.005039209,"domain_scores_codex":[0.9996108,0.00004152414,0.00002094215,0.00005653755,0.0002395356,0.0000305815],"domain_scores_gemma":[0.9988585,0.0002276505,0.00004699689,0.0001058808,0.0006144015,0.000146616],"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":[0.00001247858,0.00001800138,0.00003879915,0.0001292255,9.831264e-7,0.00004535289,0.0001150055,0.00005997507,0.0001203084,0.006649629,0.9435189,0.0492914],"study_design_scores_gemma":[0.000001090472,0.000003817055,0.00008617125,0.0000890598,5.119915e-7,0.00004674838,0.00004258896,0.00001223198,0.00003392297,0.0009637902,0.9987181,0.000001983297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004909708,0.004972566,0.001641075,0.004689328,0.01701772,0.0001661986,0.00309524,0.0006784532,0.9672484],"genre_scores_gemma":[0.001923089,0.002438439,0.0007828961,0.001270771,0.002757133,0.0000781799,0.002465795,0.0004134135,0.9878703],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4663594,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0890537181780859,"score_gpt":0.2137376102878953,"score_spread":0.1246838921098094,"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."}}