{"id":"W2736312199","doi":"10.1007/978-3-319-57156-0_3","title":"Theory II: Unified Model of Crisis (UMC) & ICB FrameWork","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Period (music); Financial crisis; Political science; State (computer science); Phase (matter); Economics; Keynesian economics; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005059238,0.0001584069,0.0002404502,0.0001628203,0.000702452,0.00005231647,0.0005557777,0.0006203889,0.006492188],"category_scores_gemma":[0.0003157516,0.0001424184,0.0002303503,0.00001238699,0.0004135273,0.0001174376,0.0001136904,0.0003239857,0.000261504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000870314,"about_ca_system_score_gemma":0.0003461897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006832969,"about_ca_topic_score_gemma":0.0004030779,"domain_scores_codex":[0.9988276,0.00002202241,0.0002687824,0.0002037972,0.0005009606,0.0001768125],"domain_scores_gemma":[0.9986328,0.000193316,0.0003312661,0.0004474651,0.000312923,0.00008225252],"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":[0.000008495401,0.000009710167,0.000001906058,0.000003781474,0.0000617378,3.014608e-7,0.00255131,0.00005999588,6.812685e-7,0.9873094,0.009325231,0.0006674679],"study_design_scores_gemma":[0.00003003448,0.00000705568,0.00000221465,0.0000501233,0.00002869299,1.100558e-7,0.00008333849,0.00006451097,0.000001353842,0.7517751,0.2478375,0.0001199123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001451488,0.00007445458,0.01702574,0.0005863221,0.0001675923,0.0001347366,0.0000802861,0.0000355985,0.9818807],"genre_scores_gemma":[0.07217267,0.0002908107,0.003220376,0.0002931477,0.0003445857,0.000003939342,0.00001902785,0.00002322528,0.9236322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2385123,"threshold_uncertainty_score":0.994416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07251974682743087,"score_gpt":0.3553559020559174,"score_spread":0.2828361552284865,"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."}}