{"id":"W6932169372","doi":"10.5281/zenodo.7931315","title":"Krylov.jl","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005919426,0.0002293613,0.0003823804,0.0006319402,0.0007211854,0.0001556101,0.0006636837,0.000402318,0.15266],"category_scores_gemma":[0.0004663526,0.0002225114,0.0000910044,0.0004582024,0.0002275538,0.00004818959,0.0008297481,0.0008838862,0.1424498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651273,"about_ca_system_score_gemma":0.00002019191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004662794,"about_ca_topic_score_gemma":1.728281e-7,"domain_scores_codex":[0.9976943,0.0003386296,0.0002488462,0.0005870677,0.0005376085,0.0005936075],"domain_scores_gemma":[0.9983334,0.00002867975,0.0001289166,0.0008109171,0.0003395989,0.0003584756],"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":[0.0001592933,0.0002346117,0.00001539049,0.0008048527,0.00009312286,0.00009771129,0.00009389118,1.877917e-7,0.0001287779,0.001273281,0.9648585,0.03224043],"study_design_scores_gemma":[0.0009328906,0.0009432887,0.0005998975,0.0002619784,0.00003203567,0.0006248531,0.00005402441,0.00002336791,0.00002165638,0.00002223565,0.996295,0.0001887363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003999009,0.0005166614,0.0001103004,0.0008958643,0.0002413266,0.001190279,0.000237598,0.001069797,0.9953383],"genre_scores_gemma":[0.009014785,0.0004574199,0.0001554274,0.0003313402,0.0006993718,6.165776e-8,0.003353999,0.01196947,0.9740182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03205169,"threshold_uncertainty_score":0.9073752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153307230605544,"score_gpt":0.3985262065010157,"score_spread":0.2831954834404613,"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."}}