{"id":"W4248338880","doi":"10.1063/1.4747709.5","title":"10.1063/1.4747709.5","year":2012,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Nonlinear Dynamics and Pattern Formation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reentry; Reentrancy; Mechanism (biology); Cardiac pacemaker; Excitable medium; Traveling wave; Neuroscience; Spiral wave; Physics; Biology; Mechanics; Engineering; Mathematics","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002177806,0.0004607106,0.000387398,0.0002644799,0.0001199943,0.001332439,0.00176668,0.0003479556,0.000582398],"category_scores_gemma":[0.0000484071,0.0004213792,0.0002409147,0.0003836291,0.00004566215,0.002118638,0.0007547643,0.0004308374,0.02579939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029874,"about_ca_system_score_gemma":0.00006288345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005935788,"about_ca_topic_score_gemma":0.00004577409,"domain_scores_codex":[0.9977351,0.00003678876,0.0004839289,0.000517012,0.0006100156,0.0006171357],"domain_scores_gemma":[0.9979326,0.00009495667,0.0003158182,0.001345194,0.00008372901,0.0002277282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005496445,0.0001253636,0.0000104637,0.00007363599,0.00003438996,0.00001955733,0.00002087921,0.000002361882,7.299038e-7,0.0001900697,0.971906,0.02761102],"study_design_scores_gemma":[0.0001960792,0.0001233863,0.00006148929,0.00005113157,0.00001771306,0.00007032333,0.0000023812,0.001719208,0.000002832163,0.0002499193,0.9969712,0.0005343599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004123495,0.0001577206,0.01029131,0.00004410088,0.0009984189,0.0002413056,0.9825662,0.0001863549,0.005473391],"genre_scores_gemma":[0.00068724,0.00002354354,0.0004812744,0.0002381312,0.0005826912,0.00002347591,0.9959058,0.0000278787,0.002030034],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02707667,"threshold_uncertainty_score":0.9998238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038869810017709,"score_gpt":0.2319279240232562,"score_spread":0.2215392259230791,"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."}}