{"id":"W6948872861","doi":"10.5281/zenodo.11674656","title":"Iso 8031 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Limiting; Work (physics); Ferroresonance in electricity networks; Interchangeability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003075558,0.002628551,0.001429069,0.006945459,0.001896133,0.009305621,0.0045619,0.003634543,0.6798513],"category_scores_gemma":[0.01002976,0.001336771,0.001403337,0.005295763,0.001311179,0.007498484,0.003221598,0.002608482,0.7467598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581398,"about_ca_system_score_gemma":0.004383157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007028169,"about_ca_topic_score_gemma":0.006046685,"domain_scores_codex":[0.9946328,0.0002680981,0.0003164411,0.0003322352,0.004122254,0.0003280737],"domain_scores_gemma":[0.9901797,0.0004773493,0.000257327,0.0008603924,0.007782407,0.0004429144],"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":[0.00008889539,0.00007413893,0.00008354207,0.0005627747,0.000005556619,0.00009210791,0.00006730326,0.0003227606,0.00233477,0.006559701,0.831718,0.1580904],"study_design_scores_gemma":[0.000008453309,0.00002328182,0.0001449454,0.0001049873,0.000003187163,0.0000658307,0.00003281692,0.00006782511,0.0007795542,0.0007976801,0.9979618,0.000009676667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003944451,0.001215563,0.008662392,0.000677192,0.002456222,0.0005771375,0.007940069,0.006496978,0.97158],"genre_scores_gemma":[0.002335412,0.001786426,0.004077184,0.0005895445,0.0004461391,0.0002948974,0.009370206,0.003138934,0.9779613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3201487,"threshold_uncertainty_score":0.4566532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850118760466448,"score_gpt":0.2171976032780862,"score_spread":0.1786964156734218,"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."}}