{"id":"W4400404096","doi":"10.1007/978-3-031-61868-0_3","title":"Balance Laws","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Stochastic processes and financial applications","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Balance (ability); Law; Political science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003286416,0.0005256903,0.0004532974,0.0008451315,0.0009403528,0.002338197,0.0005976962,0.001175897,0.0684002],"category_scores_gemma":[0.00113075,0.0002902145,0.0002869225,0.0005349541,0.001545062,0.002868464,0.0009886794,0.001713941,0.02008167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008199086,"about_ca_system_score_gemma":0.0006044005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009312016,"about_ca_topic_score_gemma":0.0008188464,"domain_scores_codex":[0.9997548,0.00003633872,0.000009679827,0.00006597018,0.0001104105,0.00002284797],"domain_scores_gemma":[0.9998331,0.00003514238,0.00001601376,0.00004698796,0.0000531705,0.00001557573],"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":[0.000003718081,0.000006688865,0.00001896548,0.00001127398,0.00000137593,0.00001088972,0.00003482116,0.0002901674,0.0002100778,0.973856,0.01394317,0.01161283],"study_design_scores_gemma":[0.000005888691,0.000006091654,0.00009026942,0.00002092386,0.000002096722,0.00005756711,0.00002499546,0.001602706,0.0003869821,0.7964654,0.2013324,0.000004814357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002604454,0.00140049,0.04490723,0.001951132,0.0007066628,0.00004690864,0.0003907255,0.0002669861,0.9477254],"genre_scores_gemma":[0.09557753,0.002167986,0.01395923,0.001114358,0.0007615535,0.0001524426,0.0006157654,0.0003049877,0.8853462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0684002,"threshold_uncertainty_score":0.2288215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789815207674463,"score_gpt":0.2081127331181027,"score_spread":0.1802145810413581,"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."}}