{"id":"W4206564784","doi":"10.12987/9780300262445-013","title":"8. Devolution","year":2021,"lang":"en","type":"book-chapter","venue":"Collapse","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Devolution (biology); Political science; Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002769605,0.0001838468,0.0002531267,0.00004935509,0.0001786604,0.00007626845,0.0001033122,0.0001384281,0.01495436],"category_scores_gemma":[0.00001395465,0.0001722633,0.0001598183,0.000005280245,0.0001848181,0.00005172707,0.00004827935,0.0001963587,0.00131543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155788,"about_ca_system_score_gemma":0.0001247748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003955771,"about_ca_topic_score_gemma":0.000426405,"domain_scores_codex":[0.999236,0.000007908204,0.0002111882,0.0002205214,0.0001658654,0.0001584583],"domain_scores_gemma":[0.9994432,0.00003368508,0.0000602045,0.0002163099,0.0001385524,0.0001080493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003742472,0.00001012877,2.231282e-7,0.00002516525,0.00002417073,0.00004638903,0.0003162955,1.000147e-7,4.258202e-7,0.9318206,0.06667538,0.001077354],"study_design_scores_gemma":[0.00006793397,0.00003070509,4.243599e-7,0.00005749956,0.00003410419,0.000001967955,0.00003141228,0.00002219066,2.521939e-7,0.06944843,0.9300948,0.0002102852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000898224,0.001997434,0.00001599721,0.0002741298,0.001309783,0.00008752459,0.0001608515,0.00007512877,0.9960701],"genre_scores_gemma":[0.003030461,0.0000542044,0.0000140419,0.0004478875,0.001474764,0.000006143209,0.0001768546,0.00003522288,0.9947604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8634194,"threshold_uncertainty_score":0.9994622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375449010198129,"score_gpt":0.1975066176981022,"score_spread":0.1599617166782893,"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."}}