{"id":"W4240281523","doi":"10.1007/978-1-4471-7423-3_4","title":"Boundary Conditions","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Composite Material Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Boundary (topology); Boundary value problem; Computer science; Computational fluid dynamics; Boundary conditions in CFD; Applied mathematics; Calculus (dental); Mathematics; Mathematical analysis; Mechanics; Mixed boundary condition; Robin boundary condition; Physics; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000141908,0.0001732254,0.0001759613,0.00006857462,0.00001907071,0.000045776,0.00009949255,0.0001760592,0.01062724],"category_scores_gemma":[6.277959e-7,0.0001887698,0.00006058152,0.000005294236,0.000009515848,0.00003081597,0.00003964044,0.0001414772,0.006712041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006337545,"about_ca_system_score_gemma":0.00001948205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001003581,"about_ca_topic_score_gemma":0.000004008749,"domain_scores_codex":[0.999583,9.682688e-7,0.0001268171,0.0001064454,0.00008146702,0.0001013185],"domain_scores_gemma":[0.999655,0.00001346735,0.00001385474,0.0002670954,0.00001595065,0.00003464992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000120835,0.000001336439,8.207866e-8,0.000111561,0.00007204837,0.000009433982,0.000007437367,0.0001892402,0.006182587,0.9560776,0.03674615,0.0006012839],"study_design_scores_gemma":[0.00006292583,0.00001452206,0.000001962991,0.00006417805,0.00002550973,0.00001131196,4.642656e-7,0.0008553808,0.0008064522,0.02343486,0.9744465,0.0002759099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007025901,0.0001605078,0.0006630669,0.00001250024,0.002299154,0.0001490032,0.0001263499,0.0006025408,0.9959166],"genre_scores_gemma":[0.004288084,0.00005998364,0.0002479655,0.00005950698,0.0002085526,0.00000300909,0.0001738522,0.0001178986,0.9948412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9377004,"threshold_uncertainty_score":0.9940614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008636568634647216,"score_gpt":0.1905453654042246,"score_spread":0.1819087967695774,"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."}}