{"id":"W4313422374","doi":"10.1139/cjp-2021-0224","title":"Solving the fourth-order nonlinear boundary value problem by a boundary shape function method","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Differential Equations and Numerical Methods","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boundary value problem; Nonlinear system; Mathematical analysis; Function (biology); Convergence (economics); Variable (mathematics); Boundary (topology); Exponential function; Mixed boundary condition; Free boundary problem; Applied mathematics; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046041,0.0006702327,0.0009839236,0.0008294687,0.0005903136,0.0008146379,0.001224224,0.001699521,0.002735555],"category_scores_gemma":[0.001381637,0.0003843273,0.0008317263,0.0005110781,0.001226848,0.001138375,0.001373321,0.001731085,0.0007865008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005748245,"about_ca_system_score_gemma":0.001339637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441947,"about_ca_topic_score_gemma":0.001270675,"domain_scores_codex":[0.99963,0.0001106192,0.00002022062,0.00004605918,0.0001567978,0.00003620371],"domain_scores_gemma":[0.9995455,0.0002081702,0.00003230782,0.00004392117,0.000140477,0.00002965032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009039738,0.00009467187,0.0009356708,0.000428835,0.00004760492,0.0002797301,0.0003375834,0.645879,0.02777487,0.2180395,0.00224191,0.1038502],"study_design_scores_gemma":[0.00001188665,0.00001499571,0.00005053635,0.00001273996,0.000003415805,0.00003878287,0.00001418256,0.9844775,0.001901638,0.01139555,0.002070511,0.000008312482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00359423,0.0001359182,0.9940906,0.00009426194,0.00003822667,0.00002359825,0.00001228488,0.00005968215,0.001951128],"genre_scores_gemma":[0.1375967,0.0004465772,0.8532148,0.0001382427,0.00009096031,0.0003291951,0.0001133402,0.0001687216,0.007901605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002735555,"threshold_uncertainty_score":0.00915134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587688244941777,"score_gpt":0.3087559737423888,"score_spread":0.2728790912929711,"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."}}