{"id":"W6893819311","doi":"10.5281/zenodo.5008416","title":"JuliaDiff/ChainRulesCore.jl: v0.10.8","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Invenia (Canada)","funders":"","keywords":"Syntax; Class (philosophy); Process (computing); Frame (networking)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003254084,0.004906279,0.002142681,0.003402275,0.001663087,0.009099244,0.008458311,0.005555454,0.6306177],"category_scores_gemma":[0.01669754,0.005279298,0.003135945,0.002269922,0.001173893,0.009230915,0.006858534,0.005593452,0.6793234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283411,"about_ca_system_score_gemma":0.002204738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008637316,"about_ca_topic_score_gemma":0.007255918,"domain_scores_codex":[0.9963086,0.0003465923,0.0003067172,0.0008579281,0.001533517,0.0006466693],"domain_scores_gemma":[0.993147,0.001374661,0.0002176524,0.002417261,0.002236101,0.0006073726],"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":[0.0002051623,0.00004261837,0.000637004,0.0003053785,0.00002820929,0.00008005681,0.00007227621,0.0003515263,0.001125142,0.00386284,0.9719265,0.02136325],"study_design_scores_gemma":[0.0002194804,0.00003699859,0.000896855,0.0001742362,0.00002098003,0.0002336539,0.00005120116,0.00492063,0.01134594,0.008777888,0.9731613,0.0001608446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007106388,0.0001963376,0.03343662,0.0004192001,0.0008364022,0.0001656251,0.02698228,0.8746762,0.06257683],"genre_scores_gemma":[0.007311999,0.0002474802,0.01383203,0.0006608509,0.0002468211,0.0002238806,0.06506048,0.8297981,0.08261839],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6306177,"threshold_uncertainty_score":0.526879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831688429090081,"score_gpt":0.2402239535815223,"score_spread":0.2119070692906214,"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."}}