{"id":"W6930082232","doi":"10.5281/zenodo.12339708","title":"cummins engine pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naturally aspirated engine; Fusible alloy; Filter (signal processing); Work (physics); Troubleshooting; Nucleofection","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":[0.0006519473,0.001732517,0.001217983,0.003733618,0.002092807,0.007919533,0.002063709,0.001952166,0.9475253],"category_scores_gemma":[0.004356562,0.0008212501,0.001107539,0.003055265,0.0007610904,0.006622729,0.003166793,0.002042844,0.9231951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177892,"about_ca_system_score_gemma":0.001560755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005056032,"about_ca_topic_score_gemma":0.0098341,"domain_scores_codex":[0.9992448,0.00004245295,0.00003128572,0.0001023105,0.0004850446,0.00009402569],"domain_scores_gemma":[0.9975386,0.0002673464,0.00007930242,0.0003185171,0.001251009,0.0005452328],"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":[0.00002983981,0.00002313335,0.00003181855,0.0001177062,0.000001739204,0.00003335879,0.00002941876,0.00003149881,0.0002067614,0.001414098,0.963806,0.03427463],"study_design_scores_gemma":[0.000007301016,0.00001076424,0.0001806194,0.00004437911,0.000001488573,0.00004758886,0.00003816935,0.00003029202,0.0001632067,0.0004594651,0.9990102,0.000006467559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002574842,0.0004798777,0.000692396,0.0005475577,0.001299439,0.0001348221,0.00428996,0.00484578,0.9874528],"genre_scores_gemma":[0.0008553293,0.0003624078,0.0003294516,0.0002615618,0.0002618686,0.00003715068,0.001889106,0.002106524,0.9938967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05247474,"threshold_uncertainty_score":0.07484877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003553706515219,"score_gpt":0.2652532716379356,"score_spread":0.2352177345727834,"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."}}