{"id":"W1718948689","doi":"10.1111/sapm.12034","title":"Validity of the Weakly Nonlinear Solution of the Cauchy Problem for the Boussinesq‐Type Equation","year":2014,"lang":"en","type":"article","venue":"Studies in Applied Mathematics","topic":"Advanced Mathematical Physics Problems","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Nonlinear system; Initial value problem; Mathematical analysis; Type (biology); Space (punctuation); Cauchy problem; Class (philosophy); Cauchy distribution; Energy method; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001929543,0.0002772417,0.0006682209,0.0000362875,0.0002861604,0.0000106045,0.0007316848,0.00009804585,0.000003217809],"category_scores_gemma":[0.003227116,0.0001326876,0.0002035805,0.0005375705,0.0007186965,0.0000483224,0.0004975937,0.000250165,0.000003134519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009893853,"about_ca_system_score_gemma":0.00006119124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003256295,"about_ca_topic_score_gemma":0.00003081833,"domain_scores_codex":[0.997741,0.00007562761,0.001066484,0.0002354557,0.0005607382,0.000320717],"domain_scores_gemma":[0.99237,0.00508556,0.001080784,0.001106437,0.0003360315,0.0000211814],"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":[0.00002091004,0.0004386432,0.00001919308,0.003854566,0.0001104152,2.260672e-8,0.004863601,0.0007046337,0.005740406,0.9824878,0.0009615809,0.000798204],"study_design_scores_gemma":[0.0004344488,0.00004645004,0.00001693906,0.0003758593,0.0002004687,0.000001079929,0.001146286,0.01783117,0.01441628,0.9651335,0.0002496098,0.0001478756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05015641,0.0002990479,0.9206311,0.002511417,0.001192313,0.01099407,0.00005836011,0.0001498119,0.01400744],"genre_scores_gemma":[0.6738885,0.00004791176,0.3251847,0.00006551627,0.0001319102,0.0004181459,0.000001674436,0.00006980599,0.0001917568],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6237321,"threshold_uncertainty_score":0.5410845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156483079285349,"score_gpt":0.3701479660537813,"score_spread":0.2136648867684323,"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."}}