{"id":"W4232078973","doi":"10.1090/crmm/002/05","title":"Parabolic equations","year":2007,"lang":"en","type":"book-chapter","venue":"CRM monograph series","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; Mathematical analysis","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":[0.0001467549,0.0006720812,0.0005302876,0.0007719671,0.0005967694,0.001188347,0.0005511572,0.0007350168,0.02061962],"category_scores_gemma":[0.0003396915,0.0002578869,0.0003973739,0.000789714,0.0006881308,0.001216862,0.001050673,0.001625992,0.008940523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000793908,"about_ca_system_score_gemma":0.0005974193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148494,"about_ca_topic_score_gemma":0.001165712,"domain_scores_codex":[0.9998922,0.00001325897,0.000003802,0.0000176648,0.00006316394,0.000009793929],"domain_scores_gemma":[0.9999453,0.000007312417,0.000003738366,0.00001078162,0.00002271246,0.0000101352],"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":[0.000007157544,0.00002241812,0.00007404681,0.00007127562,0.000008070869,0.0000479995,0.0001077848,0.00196109,0.001332916,0.882214,0.06934378,0.04480949],"study_design_scores_gemma":[0.00001118203,0.00001907349,0.0003558974,0.00005553479,0.00001069254,0.0002282379,0.00007293717,0.01154986,0.001063221,0.621627,0.3649909,0.00001557086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00805723,0.00919582,0.07633238,0.003623608,0.002563722,0.00005505595,0.0006757784,0.0003068877,0.8991895],"genre_scores_gemma":[0.05651885,0.008578134,0.009575323,0.0006919771,0.001393562,0.00007104662,0.0006585179,0.0002150533,0.9222975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02061962,"threshold_uncertainty_score":0.06897956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564313414939002,"score_gpt":0.2676813151365314,"score_spread":0.2220381809871413,"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."}}