{"id":"W4239631868","doi":"10.3934/dcds.2010.28.2i","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Mathematics; Art history; Computer science; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332721,0.001003788,0.0007070781,0.002328695,0.002583677,0.003964998,0.001498846,0.001322649,0.4277213],"category_scores_gemma":[0.008674649,0.0002862271,0.0005695109,0.002116057,0.0008601967,0.003400678,0.002325025,0.003548599,0.3040591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608858,"about_ca_system_score_gemma":0.002209369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004812627,"about_ca_topic_score_gemma":0.005295885,"domain_scores_codex":[0.9990445,0.000137658,0.00006800841,0.0001657569,0.0004859923,0.00009804669],"domain_scores_gemma":[0.9958813,0.0004747908,0.0001568447,0.0003305952,0.002516138,0.0006403141],"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":[0.00001307657,0.000007628512,0.00005577651,0.00005120752,0.000001041381,0.00001965429,0.00004932974,0.00002740523,0.00004833361,0.003112131,0.9786154,0.01799901],"study_design_scores_gemma":[0.000001874789,0.000006015326,0.0001630281,0.00007484371,6.947677e-7,0.00002963364,0.00005088806,0.00001410688,0.00002841145,0.001252556,0.9983755,0.000002373153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001130788,0.01356851,0.004948847,0.04452812,0.1686231,0.0003999544,0.01073142,0.001518826,0.7545505],"genre_scores_gemma":[0.006566692,0.007202086,0.001882266,0.009726581,0.02650153,0.000219311,0.007986364,0.0007435868,0.9391716],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4277213,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177233671092228,"score_gpt":0.2573954293434245,"score_spread":0.2456230926325022,"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."}}