{"id":"W2140417114","doi":"10.1364/cleo_at.2011.jthb69","title":"The Effects of Spurious Loss/Gain in Numerical Simulations","year":2011,"lang":"en","type":"article","venue":"","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spurious relationship; Mixing (physics); Computer simulation; Computer science; Physics; Simulation","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":[0.002194804,0.0005195824,0.0006828198,0.0004970204,0.0007417529,0.0009243701,0.000790911,0.0008140198,0.001180477],"category_scores_gemma":[0.01323771,0.0003545803,0.0003996479,0.0007170683,0.001069363,0.000872787,0.0008107136,0.0008982556,0.0002141606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523459,"about_ca_system_score_gemma":0.0006550832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004132991,"about_ca_topic_score_gemma":0.002696588,"domain_scores_codex":[0.998445,0.0005040374,0.0001018365,0.00008712461,0.0007048249,0.0001571821],"domain_scores_gemma":[0.9922415,0.005113304,0.0005257829,0.0008931513,0.001109237,0.0001170417],"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":[0.0003005343,0.00007350757,0.003123547,0.0001050627,0.00002457131,0.0001993345,0.0002343074,0.9679499,0.01757593,0.005233967,0.0002006972,0.004978643],"study_design_scores_gemma":[0.00001419938,0.00005766185,0.0003734042,0.00001497166,0.000008809785,0.00002840779,0.00002521343,0.9870696,0.01148083,0.0006599276,0.0002544932,0.00001245178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373387,0.0003518101,0.150794,0.0003212153,0.00009667884,0.0001105576,0.0001777847,0.0007573238,0.01005184],"genre_scores_gemma":[0.9749038,0.0000960126,0.02380127,0.00003308769,0.000007468578,0.00005160361,0.00004909674,0.0001295314,0.0009282292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004132991,"threshold_uncertainty_score":0.01160741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007168855906911166,"score_gpt":0.2005748049954796,"score_spread":0.1934059490885684,"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."}}