{"id":"W4401910536","doi":"10.1007/978-3-031-69042-6_7","title":"Riemann Surfaces, Branch Cuts and Charisma","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Charisma; Computer science; Computer graphics (images); Philosophy; Theology","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":[0.001092345,0.0004260901,0.0005467767,0.0003611974,0.0001909699,0.0001782107,0.0006674369,0.0003146144,0.0001058906],"category_scores_gemma":[0.0001454295,0.0003666725,0.00008979587,0.0001639377,0.0009181952,0.0001429928,0.0004101672,0.000763034,0.000123801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261254,"about_ca_system_score_gemma":0.0001486249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002872884,"about_ca_topic_score_gemma":0.00003512877,"domain_scores_codex":[0.9978466,0.00001884463,0.0004165951,0.0008041921,0.0005506723,0.0003630814],"domain_scores_gemma":[0.9981229,0.0008477101,0.0001659274,0.0006624885,0.00007867176,0.0001222661],"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":[0.00001079014,0.00005139531,0.000005801396,0.001512925,0.0000461618,0.0001941812,0.008232339,0.0003653315,0.0001086985,0.8756008,0.0005098833,0.1133617],"study_design_scores_gemma":[0.00009817955,0.0000577041,0.000001865617,0.000918679,0.000031564,0.000102137,3.41846e-7,0.01202221,0.0001968877,0.9745919,0.01157926,0.000399347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002548601,0.002765307,0.9434881,0.0004862576,0.002223782,0.0005204933,0.00001968487,0.0002500737,0.04769776],"genre_scores_gemma":[0.3257072,0.0004277434,0.5650021,0.001856977,0.00249886,0.00003155437,0.00001581655,0.0004814412,0.1039782],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3784859,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279585740072952,"score_gpt":0.2684484715171218,"score_spread":0.2404898975098266,"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."}}