{"id":"W2775086291","doi":"","title":"Explicit pseudo-transient continuation","year":2013,"lang":"en","type":"article","venue":"","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Continuation; Transient (computer programming); Computer science; Programming language","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":[0.0008393571,0.0005262814,0.0005431098,0.0005508037,0.0004951375,0.001094599,0.001040098,0.0009994236,0.006372504],"category_scores_gemma":[0.004402154,0.0003114942,0.0004675479,0.0004542925,0.001272417,0.00146597,0.002164058,0.001142044,0.001001204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005494056,"about_ca_system_score_gemma":0.0009463608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006934009,"about_ca_topic_score_gemma":0.0007245198,"domain_scores_codex":[0.9996105,0.0001299822,0.00002264478,0.00005229739,0.0001415747,0.00004306813],"domain_scores_gemma":[0.9989586,0.000410119,0.00008399127,0.0002503767,0.0002321242,0.00006488386],"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":[0.0003537388,0.0001245255,0.001079387,0.0002504232,0.0000432729,0.0003085722,0.0003065278,0.3566646,0.01662552,0.4717323,0.0044076,0.1481035],"study_design_scores_gemma":[0.00002135458,0.00003740787,0.0000800737,0.00002344682,0.000005571669,0.00004774393,0.00001366963,0.9701883,0.003028786,0.02331329,0.003230197,0.00001011226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01082768,0.00007871038,0.9823406,0.0001378047,0.00009382125,0.00003788004,0.00002254804,0.0003176542,0.006143238],"genre_scores_gemma":[0.5892623,0.0002276973,0.3948359,0.0002363115,0.00008920874,0.0002571137,0.00009872483,0.0003522219,0.01464053],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006372504,"threshold_uncertainty_score":0.0213182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009260044676851134,"score_gpt":0.2152406917800093,"score_spread":0.2059806471031582,"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."}}