{"id":"W6893735952","doi":"10.5281/zenodo.4023287","title":"lm2-poly/RodiCS: First release","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Finite element method; Solver; Action (physics); Rod","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":[0.001374101,0.00167657,0.001282194,0.0006551248,0.000540625,0.002045497,0.003188451,0.001469832,0.1538992],"category_scores_gemma":[0.002232028,0.0009182871,0.001163715,0.0007515025,0.0004840038,0.002147448,0.00208318,0.002165893,0.08301517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009099208,"about_ca_system_score_gemma":0.00179733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003842615,"about_ca_topic_score_gemma":0.005318954,"domain_scores_codex":[0.999076,0.0001226002,0.00003758179,0.0001025147,0.0005485628,0.0001126552],"domain_scores_gemma":[0.9990804,0.0001569584,0.00004736897,0.0001966052,0.0003860662,0.000132433],"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":[0.0004310406,0.0001132437,0.0005215885,0.0007741061,0.0001138067,0.0001477565,0.0001362998,0.0344837,0.01420781,0.03354006,0.805428,0.1101027],"study_design_scores_gemma":[0.0002184282,0.00007851188,0.0002132868,0.0001446129,0.00002537544,0.0001369633,0.00003079661,0.1050602,0.01370993,0.007030685,0.8732837,0.00006743188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.006723004,0.00133463,0.4656264,0.001771944,0.002777678,0.0004620221,0.04509309,0.1605142,0.3156971],"genre_scores_gemma":[0.07320936,0.0015589,0.3173313,0.00143876,0.0005830434,0.001021084,0.08500014,0.1916393,0.3282181],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1538992,"threshold_uncertainty_score":0.5148441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127636960206057,"score_gpt":0.2342369751231892,"score_spread":0.2029606055211286,"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."}}