{"id":"W1999166444","doi":"10.1007/s10955-008-9551-x","title":"Detailed Examination of Transport Coefficients in Cubic-Plus-Quartic Oscillator Chains","year":2008,"lang":"en","type":"article","venue":"Journal of Statistical Physics","topic":"Thermal properties of materials","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Cape Breton University","funders":"","keywords":"Physics; Omega; Dimensionless quantity; Quartic function; Condensed matter physics; Parameter space; Coupling constant; Quantum mechanics; Mathematical physics; Mathematics; Statistics","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":[0.0004372406,0.0004553891,0.0005770865,0.001210543,0.0008537633,0.0007207436,0.0009546939,0.0005568731,0.006425322],"category_scores_gemma":[0.001479755,0.0002531728,0.000479523,0.0008399396,0.0004586063,0.0009491918,0.0003864828,0.0007786567,0.0003198396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039534,"about_ca_system_score_gemma":0.0008280011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005289148,"about_ca_topic_score_gemma":0.008244316,"domain_scores_codex":[0.9998901,0.00001529088,0.000005757081,0.00001149889,0.00003623092,0.00004118493],"domain_scores_gemma":[0.9995522,0.0001962276,0.00004071356,0.00007348533,0.0001005482,0.00003679679],"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":[0.0003543022,0.0002802808,0.00691212,0.0006191135,0.00006794876,0.001874433,0.001254189,0.1967151,0.1845937,0.5840287,0.004858085,0.01844195],"study_design_scores_gemma":[0.00003961892,0.00006408719,0.008195412,0.00009473389,0.00003591525,0.0003380785,0.0003507645,0.8931601,0.01841373,0.07646394,0.002759252,0.00008435536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491709,0.0005152362,0.01561266,0.0004129717,0.00005785301,0.0000569789,0.0006266403,0.0003283139,0.03321863],"genre_scores_gemma":[0.9925015,0.0003028551,0.002827609,0.0000409461,0.00001397615,0.00003801692,0.0003061067,0.0001099274,0.003859136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006425322,"threshold_uncertainty_score":0.02149487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723292722629298,"score_gpt":0.252966062228917,"score_spread":0.225733135002624,"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."}}