{"id":"W156562375","doi":"10.1007/978-3-319-11707-2_2","title":"Local Dynamics of a Parabolic Germ","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in mathematics","topic":"Advanced Differential Equations and Dynamical Systems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Germ; Infinity; Simple (philosophy); Mathematics; Dynamics (music); Parabolic partial differential equation; Mathematical analysis; Physics; Partial differential equation","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":[0.0005068218,0.000571085,0.001552129,0.0003046683,0.00004618021,0.00002566976,0.0004739597,0.0006250041,0.0002646688],"category_scores_gemma":[0.0003500119,0.0005398793,0.0003451938,0.00008608505,0.0002894199,0.00004286192,0.0002135637,0.0005748527,0.00008108687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121698,"about_ca_system_score_gemma":0.00007341505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002231279,"about_ca_topic_score_gemma":0.0003714305,"domain_scores_codex":[0.9967716,0.00003030475,0.00171924,0.0004421791,0.0006409406,0.0003957801],"domain_scores_gemma":[0.9966466,0.0008357228,0.001174166,0.001066339,0.0001535385,0.0001236698],"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":[0.000007541358,0.0001071326,0.00000819153,0.00190903,0.0000645947,0.000008134739,0.0001931771,0.0001020682,0.000008635534,0.9927539,0.00005555028,0.004782072],"study_design_scores_gemma":[0.0003693543,0.00005074294,0.000006650437,0.001811347,0.0001080727,0.00001107047,0.00003830886,0.04485074,0.00002117178,0.9495829,0.002650068,0.0004995828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0006012315,0.0001268279,0.7077557,0.00003190946,0.0002128607,0.0006339599,0.00005784454,0.00009756567,0.2904821],"genre_scores_gemma":[0.2360572,0.000308296,0.1664775,0.00006044996,0.0004898137,0.0001386342,0.0001560155,0.0008412708,0.5954708],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5412782,"threshold_uncertainty_score":0.9997053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809396047319523,"score_gpt":0.2822229647038212,"score_spread":0.254129004230626,"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."}}