{"id":"W6986502063","doi":"","title":"Preamble : The International Committee of Historical Sciences","year":2020,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Emperipolesis; Triacetin; Demotion","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001767941,0.00009708875,0.0001492695,0.00002436546,0.0001792385,0.00001938689,0.0009355186,0.00005924393,0.00001436512],"category_scores_gemma":[0.000122154,0.00008262115,0.00004206389,0.00005927171,0.0003091283,0.00003074703,0.0008341614,0.00008500425,0.000001111736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003824895,"about_ca_system_score_gemma":0.00006454336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714313,"about_ca_topic_score_gemma":0.0003675296,"domain_scores_codex":[0.9991385,0.00005396566,0.0002070861,0.0002618788,0.0002337125,0.0001048707],"domain_scores_gemma":[0.9990965,0.00004760384,0.0002919889,0.0004237183,0.00007067066,0.00006949801],"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":[0.0008551073,0.0003341117,0.1846731,0.0002618443,0.0009272815,0.000064699,0.0008439553,0.0005753098,0.0523096,0.001390627,0.7453395,0.01242486],"study_design_scores_gemma":[0.0009533546,0.0003977126,0.00753249,0.00002892699,0.0001148197,0.00003993365,0.0005185094,0.002851167,0.003418587,0.00002629569,0.9839333,0.0001848552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396447,0.002484757,0.002336496,0.01249089,0.0006796986,0.0005038144,0.0003619856,0.00005869869,0.04143898],"genre_scores_gemma":[0.9963564,0.000669184,0.00123423,0.0001608457,0.00009898971,2.400411e-7,0.0001310083,0.000007095126,0.00134197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2385939,"threshold_uncertainty_score":0.3369193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678962502896809,"score_gpt":0.2328755859614133,"score_spread":0.2160859609324453,"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."}}