{"id":"W6930406793","doi":"10.5281/zenodo.11901266","title":"Sae j1128 standard pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Fusible alloy; Oscillograph; Troubleshooting; Noise (video); Ferroresonance in electricity networks","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005055469,0.0001805678,0.0002494188,0.00006733342,0.00058069,0.000730544,0.0006298618,0.000149175,0.4664685],"category_scores_gemma":[0.0004291558,0.0000834645,0.0001090469,0.0005220678,0.0001249907,0.00003348827,0.00047164,0.0002927697,0.09306126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004993081,"about_ca_system_score_gemma":7.428446e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004223323,"about_ca_topic_score_gemma":0.00000694123,"domain_scores_codex":[0.9982397,0.0004107239,0.0001992518,0.0004995253,0.0003580514,0.0002927803],"domain_scores_gemma":[0.9994214,0.00004693643,0.00008562466,0.0001388947,0.0001386616,0.0001685291],"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":[0.00001086739,0.00002135013,1.475031e-7,0.00003105921,0.00004827554,0.00001646636,0.0000239392,2.589589e-7,0.001730788,0.002501849,0.7919809,0.2036342],"study_design_scores_gemma":[0.00005601856,0.000186487,0.00007134929,0.00006599289,0.00004132735,0.00001781094,0.00008844741,0.00001522279,0.00003371116,0.0009430677,0.9983032,0.0001773329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000107958,0.0003880134,0.0003745437,0.00059362,0.0001441494,0.000207434,0.001453852,0.000804745,0.9959257],"genre_scores_gemma":[0.00265387,0.0002816156,0.0009536187,0.0002049091,0.000989271,3.716442e-8,0.00327434,0.0008230545,0.9908193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3734072,"threshold_uncertainty_score":0.9076449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05006425337693396,"score_gpt":0.2761048064219574,"score_spread":0.2260405530450235,"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."}}