{"id":"W2356553629","doi":"","title":"A Model of Rolling Roller Parameter Vibration","year":2002,"lang":"kn","type":"article","venue":"","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Vibration; Flexural strength; Floquet theory; Structural engineering; Tension (geology); Instability; Parametric statistics; Materials science; Engineering; Composite material; Mechanics; Mathematics; Physics; Acoustics; Nonlinear system; Ultimate tensile strength","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001199477,0.0001588535,0.0002573159,0.00008175099,0.00003899089,0.00003300157,0.00006786786,0.000142771,0.005143424],"category_scores_gemma":[0.00002735008,0.0001488613,0.00009951028,0.00008867808,0.00001580226,0.0002853548,0.00002615775,0.00008782452,0.0002840755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855151,"about_ca_system_score_gemma":0.000004466368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001671833,"about_ca_topic_score_gemma":0.000004647509,"domain_scores_codex":[0.9991,0.00001547381,0.0003947256,0.0001388472,0.0001320715,0.0002188488],"domain_scores_gemma":[0.9996371,0.00002707466,0.00005456474,0.0001985171,0.00002666187,0.00005606768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001789109,0.00004580029,0.000007770795,0.0001674866,0.00009745752,0.000001747168,0.0009771955,0.8316621,0.1554615,0.006423652,0.0002532583,0.004884095],"study_design_scores_gemma":[0.0002795877,0.00002340842,0.000004888289,0.0000404887,0.00003675614,0.000001235466,0.00001865761,0.9434371,0.05513441,0.0005391703,0.000328117,0.0001561714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7294711,0.0003273274,0.2289179,0.00007184166,0.0006538241,0.0001836342,0.000006658407,0.0001173036,0.04025048],"genre_scores_gemma":[0.9769703,0.0001633174,0.01718982,0.00004325442,0.00008670356,0.000006114202,0.000002946554,0.00002861925,0.00550894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2474992,"threshold_uncertainty_score":0.995766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149957226566879,"score_gpt":0.2081140132887907,"score_spread":0.1566144410231219,"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."}}