{"id":"W2487662436","doi":"10.1017/cbo9780511609725.015","title":"Kinetics of systems with competing interactions","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Chemical Thermodynamics and Molecular Structure","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001096236,0.0002651689,0.0003577035,0.0000541921,0.00004081663,0.00001893279,0.0002904223,0.0002414425,0.000008354187],"category_scores_gemma":[0.00000302916,0.0002804639,0.0001423907,0.000004594072,0.0001272217,0.00001544259,0.000120883,0.0004409605,6.019054e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130008,"about_ca_system_score_gemma":0.00002104965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004715528,"about_ca_topic_score_gemma":0.000001256825,"domain_scores_codex":[0.9992142,0.000005634278,0.0001646166,0.0002838679,0.0001842546,0.0001474064],"domain_scores_gemma":[0.9990005,0.00003343596,0.0002980625,0.0004277136,0.000149353,0.00009094529],"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":[0.0002061992,0.00002473695,0.000001032261,0.0006795582,0.0004930216,0.0003466623,0.00004048939,0.0001488045,0.1777221,0.8174883,0.0008426805,0.002006375],"study_design_scores_gemma":[0.000578417,0.00003863466,0.000001243209,0.001086361,0.0003776271,0.00008350021,0.00005636902,0.0004631566,0.03406621,0.000007279707,0.9627587,0.0004825357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001665624,0.00009145127,0.0003349653,0.000002850455,0.00005146514,0.00008653017,0.0002951958,0.00005404747,0.9974179],"genre_scores_gemma":[0.1025232,0.00002180018,0.0001135123,0.000006889634,0.00007345944,1.66024e-7,0.0001090939,0.00003891069,0.8971129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.961916,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009649104211331722,"score_gpt":0.1827751937576441,"score_spread":0.1731260895463124,"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."}}