{"id":"W2051541208","doi":"10.1121/1.3365253","title":"A statistical approach to direct density of states measurements in disordered systems","year":2010,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Modal; Statistical physics; Sensitivity (control systems); Scattering; Mode (computer interface); Ultrasonic sensor; Materials science; Acoustics; Optics; Physics; Computer science; Electronic engineering; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008004218,0.0005438451,0.0005056804,0.00186182,0.0005673789,0.0008103413,0.001281807,0.0004463315,0.001297354],"category_scores_gemma":[0.005344321,0.0003903388,0.0002842948,0.000985795,0.001548787,0.001140445,0.001485288,0.001207565,0.0003193147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006219447,"about_ca_system_score_gemma":0.0009244662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007522043,"about_ca_topic_score_gemma":0.0008636271,"domain_scores_codex":[0.9990195,0.0001857468,0.0000414631,0.0001580901,0.00054158,0.00005353105],"domain_scores_gemma":[0.9976128,0.001379433,0.0002166415,0.0004210553,0.0002905178,0.00007946254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007798927,0.0002400096,0.003277705,0.000296654,0.0000877542,0.0002722669,0.0002183034,0.1043621,0.1975948,0.590357,0.001134553,0.1020809],"study_design_scores_gemma":[0.00001469354,0.000151784,0.001702829,0.00001768238,0.00001680396,0.0002920416,0.00004315394,0.7770415,0.04243509,0.174043,0.004167151,0.00007427574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02517888,0.0002370411,0.9708732,0.00008814897,0.00003527628,0.00006828131,0.0001409511,0.0004254648,0.002952622],"genre_scores_gemma":[0.5437203,0.0007115196,0.4517563,0.0001512135,0.0001409234,0.0006901478,0.0003308945,0.0001444868,0.00235427],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00186182,"threshold_uncertainty_score":0.004512548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168348393908275,"score_gpt":0.2175995812001511,"score_spread":0.2059160972610683,"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."}}