{"id":"W4389490834","doi":"","title":"The Pisum Genus: Getting out of Pea Soup!: The Pisum Genus: Getting out of Pea Soup!","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; International Development Research Centre","funders":"","keywords":"Pisum; Genus; Computer science; Biology; Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0007420728,0.0007507692,0.000624464,0.001678258,0.002873458,0.003533559,0.0005822637,0.002959722,0.02203869],"category_scores_gemma":[0.002106647,0.000269631,0.0004877413,0.002091708,0.00275,0.008191659,0.004230352,0.002693448,0.006549108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122835,"about_ca_system_score_gemma":0.001069674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779067,"about_ca_topic_score_gemma":0.006778413,"domain_scores_codex":[0.9994208,0.0001160919,0.00003106356,0.00009989689,0.0002184401,0.000113827],"domain_scores_gemma":[0.9990969,0.0001306606,0.00008509667,0.00009547085,0.0002344156,0.000357546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003763716,0.00004768924,0.005334192,0.001760944,0.00006477367,0.002158898,0.01499801,0.0002329581,0.02379758,0.05426912,0.4265561,0.4704034],"study_design_scores_gemma":[0.000009263878,0.00005254384,0.01026672,0.0004162697,0.00002491895,0.001287957,0.006809653,0.00009033368,0.001555408,0.02608567,0.953361,0.0000401896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07449519,0.1621301,0.01377561,0.4502088,0.03722772,0.0001038116,0.001944024,0.002629984,0.2574849],"genre_scores_gemma":[0.5736272,0.1134848,0.01825209,0.06801046,0.01896267,0.0001248844,0.004414825,0.00283781,0.2002852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02203869,"threshold_uncertainty_score":0.07372677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220230760156989,"score_gpt":0.2177759772138535,"score_spread":0.1957529011981546,"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."}}