{"id":"W4392897420","doi":"10.48579/pro/z9acp1","title":"pyRIVE","year":2023,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Computer science","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":[0.0004988757,0.001181779,0.0009223485,0.0005475325,0.0006046647,0.001886993,0.003124091,0.00129727,0.05911274],"category_scores_gemma":[0.001431565,0.0005910331,0.001293002,0.000480547,0.0004776219,0.00179878,0.001827965,0.00146748,0.01459516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448131,"about_ca_system_score_gemma":0.001861603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513867,"about_ca_topic_score_gemma":0.01482793,"domain_scores_codex":[0.9996508,0.00006520988,0.00001733432,0.00007910347,0.0001102924,0.00007718692],"domain_scores_gemma":[0.9995379,0.0001007427,0.00002228212,0.00009232038,0.0001574746,0.0000892291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001240404,0.000421464,0.004653248,0.0006506764,0.0001631116,0.0005277795,0.0001261299,0.5625194,0.004352539,0.06699789,0.2913362,0.06701122],"study_design_scores_gemma":[0.0003816245,0.0001273286,0.0007058007,0.00007445479,0.00005066208,0.0001327265,0.00003869736,0.720083,0.00321222,0.009365044,0.265772,0.00005651025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.05077063,0.001155827,0.1595989,0.001893585,0.001425874,0.0009263657,0.1159581,0.06028462,0.6079861],"genre_scores_gemma":[0.424608,0.001397735,0.1243832,0.001293974,0.0002877084,0.002231849,0.1681771,0.01093129,0.2666891],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.05911274,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471257894656754,"score_gpt":0.2364732006011655,"score_spread":0.221760621654598,"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."}}