{"id":"W2247764502","doi":"","title":"An Inside Look at Ice-Crushing Induced Vibration and Lock-In","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spall; Sawtooth wave; Materials science; Vibration; Load cell; Geology; Optics; Composite material; Acoustics; Structural engineering; Physics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008346769,0.00006332887,0.00006120611,0.00004717477,0.00002895957,0.000019988,0.00003783924,0.00005035896,0.00009067453],"category_scores_gemma":[0.00001384378,0.00006564535,0.00000715172,0.00005391981,0.000007134957,0.000199302,0.00001102474,0.00008047267,0.00001198834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003844517,"about_ca_system_score_gemma":0.000005751452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002024136,"about_ca_topic_score_gemma":0.00007711228,"domain_scores_codex":[0.9996279,0.00001024671,0.0001009381,0.00009560733,0.00005791639,0.0001073701],"domain_scores_gemma":[0.9998341,0.00001334574,0.0000135645,0.00008797336,0.00001040669,0.00004060911],"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":[0.000004563096,0.00001206358,0.001688919,0.00001327726,0.00000349666,0.000003358556,0.001455423,0.0004373665,0.9819881,0.0004319442,0.00002735484,0.01393417],"study_design_scores_gemma":[0.0005544692,0.0001015149,0.08359192,0.00005714258,0.00001423466,0.000009597632,0.0002196508,0.4885481,0.4181405,0.008314395,0.0001159154,0.0003325016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858459,0.00002472791,0.004288441,0.00001306569,0.00007249043,0.00007132895,0.000001208275,0.00007096658,0.009611852],"genre_scores_gemma":[0.9957108,0.00001504795,0.004176378,0.00002855325,0.00003304422,0.000005466214,0.000005626973,0.00001413972,0.0000108766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638475,"threshold_uncertainty_score":0.267694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952969055533975,"score_gpt":0.2041892141039646,"score_spread":0.1846595235486248,"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."}}