{"id":"W2126737667","doi":"10.29173/cmplct8788","title":"Bifurcations Are Not Always Exclusive","year":2008,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006853365,0.00008852527,0.000146517,0.0000930178,0.0002052979,0.00004024919,0.0002481323,0.00002038354,0.0001517831],"category_scores_gemma":[0.00001892877,0.00008721081,0.00005346938,0.00005306239,0.0001060935,0.0003411582,0.00004222189,0.0001536902,0.000004248873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003128307,"about_ca_system_score_gemma":0.0001079055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003783814,"about_ca_topic_score_gemma":0.000003229491,"domain_scores_codex":[0.9992926,0.00003724331,0.0002794942,0.0001057098,0.0001948648,0.00009005568],"domain_scores_gemma":[0.9989018,0.00006181312,0.0003327399,0.00009792225,0.0004846886,0.0001210543],"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":[0.00005252977,0.0005414414,0.006265289,0.000003070789,0.00005612709,0.000001480157,0.000437335,0.00009846756,0.0008812955,0.9778002,0.0001115834,0.01375119],"study_design_scores_gemma":[0.0005056849,0.0001224505,0.1793415,0.00004874168,0.0000217983,0.0001175821,0.001053832,0.0103664,0.000795952,0.8050202,0.002397817,0.0002081372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7124445,0.00001529272,0.2847745,0.0006289082,0.0004960741,0.00004998232,0.00007281608,0.00000559899,0.001512257],"genre_scores_gemma":[0.9871166,0.00002468637,0.01188215,0.0002733601,0.0005494989,0.000003167833,0.00005450972,0.000006881708,0.00008916851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2746721,"threshold_uncertainty_score":0.3556354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06478619236534038,"score_gpt":0.3355724858062321,"score_spread":0.2707862934408917,"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."}}