{"id":"W6948676964","doi":"10.5281/zenodo.1217132","title":"eschnett/SimulationIO: SimulationIO 2.3.0","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Function (biology); Context (archaeology); Process (computing); Component (thermodynamics); Identification (biology)","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":[0.00210782,0.004555294,0.00183571,0.002676308,0.0009688276,0.003785179,0.005941216,0.003174888,0.2940299],"category_scores_gemma":[0.005723849,0.003338585,0.003568084,0.001853307,0.001012123,0.005065316,0.004579836,0.005549033,0.2900617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167344,"about_ca_system_score_gemma":0.001680702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004796121,"about_ca_topic_score_gemma":0.003572759,"domain_scores_codex":[0.9986787,0.0001718779,0.0001118848,0.0002644927,0.0005667425,0.0002062684],"domain_scores_gemma":[0.9980789,0.0005900332,0.0001116704,0.0005843521,0.0004543894,0.000180531],"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":[0.0003247484,0.00008749165,0.0008167316,0.0007680818,0.0001496096,0.0001734539,0.0001699159,0.004496552,0.00231934,0.01060923,0.9454784,0.03460638],"study_design_scores_gemma":[0.0003503255,0.00002524179,0.0005868174,0.0002014745,0.00004554303,0.0001793533,0.00002358408,0.01518305,0.01345018,0.01167892,0.9581186,0.0001570131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009462815,0.0002458782,0.113764,0.0004162379,0.0003932672,0.0001402045,0.05614378,0.7908557,0.03709473],"genre_scores_gemma":[0.01115215,0.0003960711,0.04334243,0.0006845454,0.0001479157,0.0006555592,0.1162517,0.7807752,0.04659438],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2940299,"threshold_uncertainty_score":0.9836281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981567009709609,"score_gpt":0.2423213332864727,"score_spread":0.2125056631893766,"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."}}