{"id":"W4392467119","doi":"10.1177/09544062241234975","title":"Loss of efficiency in flat belt quarter-turn drive system","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Turn (biochemistry); Quarter (Canadian coin); Automotive engineering; Engineering; History; Physics; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.002857749,0.0003819384,0.0008922489,0.001016943,0.00004544996,0.00004935747,0.001484341,0.0002421418,0.000004469884],"category_scores_gemma":[0.0008674548,0.0003068613,0.0003813581,0.002801734,0.0002177083,0.0008071657,0.000160116,0.0008896808,0.000001963288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073043,"about_ca_system_score_gemma":0.0002201963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006416706,"about_ca_topic_score_gemma":6.238656e-7,"domain_scores_codex":[0.9957762,0.00001126845,0.001925484,0.0003288071,0.001387594,0.0005705909],"domain_scores_gemma":[0.9984013,0.0001752759,0.0003600876,0.000261721,0.0005511586,0.0002503976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001517699,0.00003158465,0.00001084667,0.00207607,0.0000639784,0.000009775274,0.0002230183,0.3744569,0.5041065,0.1188016,0.00002702907,0.0001773894],"study_design_scores_gemma":[0.0003856363,0.0001614686,0.0000390084,0.004518155,0.0000587187,0.0002314144,0.0001761792,0.5770007,0.4169813,0.00009087516,0.0001229939,0.00023347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8087147,0.001355137,0.1817103,0.0001055054,0.00709256,0.0004664655,0.00001958978,0.0002742645,0.0002614841],"genre_scores_gemma":[0.9966584,0.00005843145,0.003066803,0.000002390477,0.0001555351,0.000009483401,2.671483e-7,0.00004447272,0.000004149614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2025438,"threshold_uncertainty_score":0.9999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007519371627741681,"score_gpt":0.2070571365095277,"score_spread":0.199537764881786,"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."}}