{"id":"W6949671221","doi":"10.5281/zenodo.3541188","title":"NPA_ref2942","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Fungus; Citrinin; Penicillium; Citation","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":[0.0003051074,0.00007522107,0.00008762266,0.00008147173,0.0003632421,0.0004092667,0.000489011,0.00003257188,0.01261274],"category_scores_gemma":[0.0000425286,0.00007391433,0.00002193476,0.0002056565,0.00003189118,0.0001894812,0.0002182289,0.00007878143,0.03446799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000550268,"about_ca_system_score_gemma":6.751039e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003979445,"about_ca_topic_score_gemma":4.821668e-8,"domain_scores_codex":[0.9992498,0.00004793845,0.0001287214,0.0001703074,0.0001779789,0.0002252562],"domain_scores_gemma":[0.9995193,0.000005122452,0.00002015139,0.000275659,0.00009563347,0.0000840731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001653733,0.00004232371,0.000006120627,0.0002957103,0.00003479499,0.0000101669,0.001259302,0.004030243,0.6048185,0.01087018,0.310383,0.06823318],"study_design_scores_gemma":[0.0001448784,0.00004465609,0.0002311019,0.00001523645,0.000001506218,0.00003896986,0.00005844586,0.001883778,0.003083842,0.0000510865,0.9943457,0.000100805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3862205,0.00008763095,0.002537791,0.00009823094,0.0007292177,0.0003871613,0.00006555047,0.002175069,0.6076989],"genre_scores_gemma":[0.9975675,0.00002813581,0.0001199296,0.00002643055,0.00008518439,1.077703e-8,0.00009737766,0.0006712403,0.001404195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6839627,"threshold_uncertainty_score":0.9882899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541033322807515,"score_gpt":0.1954999775028691,"score_spread":0.180089644274794,"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."}}