{"id":"W3022961677","doi":"10.1016/b978-1-4832-2951-5.50052-6","title":"FAVUS","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut d'Histoire de l'Amérique Française","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":[0.0002435866,0.001518339,0.0007608091,0.002828811,0.001827699,0.0046035,0.001085243,0.001466536,0.5495921],"category_scores_gemma":[0.0008308063,0.0006408835,0.0005896094,0.002227259,0.000755424,0.003477189,0.002489595,0.001729272,0.4183305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017514,"about_ca_system_score_gemma":0.001034564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004500981,"about_ca_topic_score_gemma":0.01206856,"domain_scores_codex":[0.9997125,0.00002564454,0.00001017215,0.00007072066,0.0001411384,0.00003981787],"domain_scores_gemma":[0.9997893,0.00004796126,0.00001048239,0.00004477751,0.00006409986,0.00004334918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004185348,0.0000449134,0.0001749387,0.0002895026,0.000006065241,0.0001383314,0.0004283054,0.0002113424,0.0009106855,0.03562475,0.4654626,0.4966666],"study_design_scores_gemma":[0.000002659269,0.000006260071,0.000142404,0.000112919,0.000002988716,0.0001525436,0.00008430247,0.00006560676,0.0001518154,0.002862537,0.9964115,0.000004429679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003401071,0.003026522,0.001267612,0.0002924496,0.0003859216,0.00001899274,0.0002374383,0.000566622,0.9938644],"genre_scores_gemma":[0.00115544,0.00122368,0.0005842299,0.00008586816,0.00005256505,0.00001190316,0.0001990056,0.0002444769,0.9964427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5495921,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026587852404866,"score_gpt":0.2374985250256299,"score_spread":0.2172326465015813,"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."}}