{"id":"W4236298977","doi":"10.1002/9781118914670.ch4","title":"Model Formulation","year":2017,"lang":"en","type":"other","venue":"","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Boundary value problem; Robin boundary condition; Neumann boundary condition; Mixed boundary condition; Cauchy boundary condition; Mathematics; Dirichlet boundary condition; Mathematical analysis; Boundary conditions in CFD; Cartesian coordinate system; Initial value problem; Variable (mathematics); Applied mathematics; Geometry","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":[0.0008859986,0.001198123,0.0009680442,0.0009531012,0.0009724851,0.003492741,0.003350592,0.002361607,0.03844256],"category_scores_gemma":[0.00228106,0.0004824534,0.001190011,0.001046365,0.0006710143,0.002597558,0.002121299,0.001858778,0.009568447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147346,"about_ca_system_score_gemma":0.002490113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006771865,"about_ca_topic_score_gemma":0.004297119,"domain_scores_codex":[0.9992692,0.0002055451,0.0000543517,0.0001505443,0.0002431805,0.00007723638],"domain_scores_gemma":[0.9994074,0.0002117927,0.00006517416,0.00006207958,0.0002227022,0.00003084599],"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":[0.00007784823,0.00009455405,0.0009515983,0.0004696479,0.0000500836,0.0003584074,0.0002369906,0.4297,0.001435476,0.4687878,0.0414112,0.05642652],"study_design_scores_gemma":[0.0000544043,0.00008235426,0.0003111149,0.0002141545,0.00004379528,0.0002540682,0.0002275852,0.5675764,0.0009766199,0.159945,0.2702643,0.00005023951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005783077,0.002055534,0.8045143,0.003361583,0.0008222596,0.0007590139,0.008737842,0.001713457,0.1722529],"genre_scores_gemma":[0.2718614,0.008756698,0.4523393,0.001814145,0.0009002924,0.003988801,0.01895227,0.001277311,0.2401098],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03844256,"threshold_uncertainty_score":0.1286032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478417709095166,"score_gpt":0.2090723093053267,"score_spread":0.194288132214375,"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."}}