{"id":"W6930228520","doi":"10.5281/zenodo.10466718","title":"ToruNiina/toml11: version 3.8.1","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Set (abstract data type); Identification (biology); Focus (optics); Process (computing); Selection (genetic algorithm)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002335113,0.006528518,0.003893235,0.003405819,0.001558809,0.006815729,0.007706593,0.00420129,0.4109885],"category_scores_gemma":[0.007014509,0.005091628,0.003729281,0.003211785,0.001102799,0.005758267,0.004923784,0.004954068,0.5166886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210756,"about_ca_system_score_gemma":0.001818599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004663655,"about_ca_topic_score_gemma":0.003847544,"domain_scores_codex":[0.9982623,0.0002583062,0.0001911183,0.0004954948,0.0004651716,0.0003275199],"domain_scores_gemma":[0.9980429,0.0005841611,0.0001390331,0.0006516732,0.0004288529,0.0001531968],"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":[0.0004385212,0.00003148838,0.000316367,0.0007729752,0.00007136015,0.00008841921,0.0001060943,0.0003992566,0.001411382,0.002774702,0.9802904,0.01329914],"study_design_scores_gemma":[0.0004142007,0.00004417668,0.001066857,0.0002954143,0.00006273721,0.000259674,0.00008726478,0.00303752,0.01236133,0.008937137,0.9732474,0.0001863731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006372576,0.0002897883,0.02683801,0.0002345604,0.0002542582,0.00008961603,0.1646758,0.7962692,0.01071156],"genre_scores_gemma":[0.006158136,0.0002840291,0.02621712,0.000371827,0.0001137167,0.0004468337,0.2963367,0.6528261,0.01724559],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4109885,"threshold_uncertainty_score":0.8401535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02819843697136398,"score_gpt":0.2722939918441427,"score_spread":0.2440955548727787,"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."}}