{"id":"W6930466669","doi":"10.5281/zenodo.11741589","title":"Sae j2044 standard pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interchangeability; Nucleofection; Limiting; TSG101; Bobbin","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003969727,0.0003051722,0.0003009794,0.000791844,0.0008037681,0.002278881,0.0009415145,0.0001318211,0.2698942],"category_scores_gemma":[0.0002472015,0.0003114427,0.0001076987,0.0007162488,0.000183592,0.0002217883,0.002570895,0.0003969436,0.4425092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131494,"about_ca_system_score_gemma":0.000002686201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282247,"about_ca_topic_score_gemma":0.00001737988,"domain_scores_codex":[0.9981713,0.00004010324,0.0002467972,0.0006076746,0.0005246142,0.0004094656],"domain_scores_gemma":[0.9989302,0.00000585308,0.0001784698,0.0005368455,0.000316412,0.00003227297],"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":[0.00001377186,0.00002860033,0.00001342286,0.0004125952,0.00009728382,0.00004172934,0.00003980855,1.09117e-7,0.00004713647,0.00322278,0.9194764,0.0766064],"study_design_scores_gemma":[0.0002502904,0.00001915872,0.0001426766,0.0002212372,0.0001408617,0.00001280293,0.0001139907,0.000006910322,0.000001756229,0.0001340979,0.9986474,0.0003088041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008678539,0.001012242,0.0000978149,0.0006364707,0.0005048758,0.0004968508,0.0002051512,0.002673629,0.9942862],"genre_scores_gemma":[0.003496411,0.0002040533,0.00007096429,0.0001892338,0.001165636,1.320324e-7,0.00176384,0.01694658,0.9761631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.172615,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514479993586696,"score_gpt":0.2465780723765952,"score_spread":0.2114332724407282,"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."}}