{"id":"W6969400575","doi":"10.5281/zenodo.5784749","title":"CliMA/Oceananigans.jl: v0.67.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Fusible alloy; Demotion","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001243224,0.0003257829,0.0004609405,0.0003518381,0.001132777,0.0008112536,0.00155382,0.0003244797,0.2351703],"category_scores_gemma":[0.007667263,0.0003350799,0.0001414412,0.0006318633,0.0003755213,0.00006911162,0.001870303,0.0008439082,0.01327061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282083,"about_ca_system_score_gemma":0.00001906978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004257385,"about_ca_topic_score_gemma":0.000006596772,"domain_scores_codex":[0.9962306,0.0008064393,0.000431283,0.0008165994,0.0009803955,0.0007346529],"domain_scores_gemma":[0.997478,0.0002119734,0.0001750485,0.001136098,0.0006127534,0.0003861451],"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":[0.00002415685,0.0002337243,5.297023e-7,0.0007070599,0.0001009103,0.00007497196,0.0001947343,2.794544e-7,0.0001060929,0.09437621,0.8805241,0.02365722],"study_design_scores_gemma":[0.0003748415,0.0001382423,0.00001684149,0.0002544696,0.00003389681,0.00006123163,0.0001195846,0.0000708889,0.00004170171,0.01499042,0.9835635,0.0003343162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003580561,0.0003495584,0.01136023,0.0006554673,0.0001353047,0.0007047836,0.001198906,0.001331385,0.9842286],"genre_scores_gemma":[0.001884469,0.000829545,0.009621738,0.000233465,0.0008056979,2.259165e-7,0.007569477,0.02137789,0.9576775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2218997,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172292657363242,"score_gpt":0.3345935042869971,"score_spread":0.2173642385506729,"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."}}