{"id":"W4412314161","doi":"","title":"Karigiannis, Spiro; McKay, Benjamin; Tsui, Mao-Pei. Soliton solutions for the Laplacian co-flow of some G2-structures with symmetry. Differential Geom. Appl. 30 (2012), no. 4, 318--333.","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Symmetry (geometry); Soliton; Flow (mathematics); Laplace operator; Differential (mechanical device); Mathematical physics; Mathematics; Physics; Quantum mechanics; Mathematical analysis; Geometry; Nonlinear system; Thermodynamics","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":[0.0007428773,0.0008378825,0.0007861366,0.00328162,0.001826525,0.002294502,0.001392341,0.00169701,0.007556615],"category_scores_gemma":[0.004524468,0.0006913439,0.000824721,0.00213237,0.001665149,0.00265713,0.001824825,0.002036504,0.005529608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504193,"about_ca_system_score_gemma":0.001434081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788783,"about_ca_topic_score_gemma":0.002609644,"domain_scores_codex":[0.9996707,0.00005221318,0.00002263993,0.00008975631,0.00009992254,0.00006479286],"domain_scores_gemma":[0.99915,0.0002271212,0.0001584611,0.0001121528,0.0002354315,0.0001168265],"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":[0.0008026968,0.0002400008,0.009449992,0.002265322,0.0002883596,0.005147328,0.00320634,0.0137261,0.02535837,0.6093588,0.1220048,0.2081518],"study_design_scores_gemma":[0.0003853622,0.0003719021,0.01255432,0.0006367549,0.0006172314,0.01452454,0.002679295,0.04450505,0.02351588,0.6544855,0.2453719,0.0003522526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2571133,0.1910664,0.3363838,0.04314339,0.008627041,0.0002383775,0.00377771,0.002856546,0.1567935],"genre_scores_gemma":[0.851537,0.0624696,0.04549337,0.001604588,0.001222841,0.000300052,0.0008286728,0.0003270527,0.03621684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007556615,"threshold_uncertainty_score":0.0252794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415501934128253,"score_gpt":0.2350377902636168,"score_spread":0.2208827709223342,"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."}}