{"id":"W6931440779","doi":"10.5281/zenodo.3931429","title":"verificarlo/verificarlo v0.4.0","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Identification (biology); Set (abstract data type); Noise (video); Software","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002288304,0.0002992311,0.0002963772,0.000264328,0.001204732,0.001030415,0.002087709,0.0001832925,0.1183724],"category_scores_gemma":[0.001525494,0.0002993357,0.00008984171,0.0007564321,0.0003300958,0.0001807395,0.0009834287,0.0004991981,0.04014968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005782082,"about_ca_system_score_gemma":0.000007848555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001859286,"about_ca_topic_score_gemma":1.703696e-7,"domain_scores_codex":[0.9972767,0.0003429686,0.0002911864,0.0009922548,0.0006374958,0.0004593414],"domain_scores_gemma":[0.9986321,0.00002526675,0.000246079,0.0006824991,0.0001183897,0.0002956597],"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":[0.00002909619,0.0000523866,1.368324e-7,0.0001638936,0.00001474399,0.00004163455,0.0002506001,0.000003656806,0.0198063,0.003138928,0.9536539,0.0228447],"study_design_scores_gemma":[0.0002480404,0.0001690777,0.000006112937,0.0000703334,0.00001557943,0.00005903366,0.00009188764,0.00006556184,0.004268297,0.00005796095,0.9946243,0.000323854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001118352,0.0001817055,0.0003732291,0.0006758764,0.0002948734,0.0005033741,0.0005957258,0.002403245,0.9948601],"genre_scores_gemma":[0.05074642,0.002922121,0.0006478057,0.004413017,0.002545612,3.049978e-7,0.001986949,0.0386258,0.8981119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09674817,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06586540715951111,"score_gpt":0.2646819145676904,"score_spread":0.1988165074081793,"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."}}