{"id":"W4233751804","doi":"10.1090/conm/618/12350","title":"An Analytical Method for Truly Nonlinear Oscillators","year":2014,"lang":"en","type":"other","venue":"Contemporary mathematics - American Mathematical Society","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Nonlinear system; Applied mathematics; Quantum mechanics; Physics","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":[0.0004979648,0.0006322059,0.0004696097,0.0009209982,0.0006118731,0.0008186045,0.001040379,0.0007888159,0.005261142],"category_scores_gemma":[0.001693667,0.0003154234,0.0006259597,0.0005781355,0.0007065046,0.001284229,0.001047766,0.001204683,0.00279871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004066752,"about_ca_system_score_gemma":0.000844997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000500062,"about_ca_topic_score_gemma":0.000496257,"domain_scores_codex":[0.9996561,0.00008264802,0.00001853733,0.00005459425,0.0001713909,0.00001676578],"domain_scores_gemma":[0.9997244,0.00009569358,0.00002061596,0.000053414,0.0000950538,0.00001070534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002829368,0.00004528585,0.0002121181,0.0004666119,0.00003552287,0.0003383667,0.000355163,0.06560136,0.04157306,0.7455226,0.007161231,0.1386603],"study_design_scores_gemma":[0.00002027681,0.00006809719,0.0001449282,0.0001149727,0.00002844176,0.0007450327,0.0001007434,0.6587504,0.008335317,0.2267013,0.1049424,0.00004809249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001230694,0.0002826053,0.992058,0.00009292345,0.0001368927,0.00003125897,0.00002798099,0.0001271537,0.006012431],"genre_scores_gemma":[0.07021118,0.001460668,0.9003507,0.0002492525,0.0002034707,0.0002959112,0.0001131678,0.0003188491,0.0267969],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005261142,"threshold_uncertainty_score":0.0176003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708541199303377,"score_gpt":0.3052692694138546,"score_spread":0.2781838574208209,"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."}}