{"id":"W6912620173","doi":"10.5281/zenodo.7051243","title":"JuliaDiff/ChainRulesCore.jl: v1.15.4","year":2022,"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":"Invenia (Canada)","funders":"","keywords":"Documentation; Tangent; Point (geometry); Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.003495073,0.006506172,0.003183791,0.004185729,0.002277759,0.01231271,0.01001791,0.005624379,0.6503952],"category_scores_gemma":[0.0207176,0.005738566,0.004349236,0.004040102,0.001260284,0.01207492,0.008651471,0.006641346,0.788988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198894,"about_ca_system_score_gemma":0.002782362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008020153,"about_ca_topic_score_gemma":0.006357712,"domain_scores_codex":[0.9958668,0.0004066991,0.0004311934,0.0009382253,0.001702584,0.0006544972],"domain_scores_gemma":[0.9922088,0.001425909,0.0003028388,0.002896624,0.002564545,0.0006013016],"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":[0.000103572,0.0000256462,0.000324683,0.0003101582,0.00002412656,0.00004939103,0.0000589847,0.0002115727,0.0005705401,0.002221135,0.9818105,0.01428972],"study_design_scores_gemma":[0.0001411499,0.00002763783,0.0006520078,0.0001903503,0.00002252376,0.0001924537,0.00006746077,0.002191687,0.007544991,0.007615422,0.9812153,0.0001390071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005197817,0.0002503534,0.03097167,0.0004105062,0.0007498477,0.0001426411,0.06612232,0.8457691,0.05506369],"genre_scores_gemma":[0.003579204,0.0002547026,0.01699439,0.0005012848,0.0001598738,0.0002278059,0.1089444,0.8209629,0.0483755],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3496048,"threshold_uncertainty_score":0.4986688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255615906432752,"score_gpt":0.2438021778060761,"score_spread":0.2112460187417486,"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."}}