{"id":"W4235537076","doi":"10.1093/acprof:oso/9780199460106.003.0008","title":"Mounting Unrest","year":2016,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unrest; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017194,0.0007095017,0.0004346643,0.001250036,0.006953716,0.007212171,0.000932819,0.002855468,0.102371],"category_scores_gemma":[0.002612628,0.0002672758,0.0003416828,0.0008671655,0.00787519,0.004912416,0.007421425,0.005435616,0.01995989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005309792,"about_ca_system_score_gemma":0.003708327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213358,"about_ca_topic_score_gemma":0.02120323,"domain_scores_codex":[0.9984384,0.0002894134,0.00003817007,0.0001543225,0.0005531894,0.0005263701],"domain_scores_gemma":[0.9992414,0.0001640251,0.00006954386,0.00009134883,0.0001849563,0.0002487819],"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":[0.0000219205,0.00004052644,0.0005868817,0.0001669073,0.000005552368,0.000530601,0.02614126,0.00008797799,0.0004464058,0.4624083,0.4203798,0.08918399],"study_design_scores_gemma":[0.000001377467,0.00000684215,0.0002315285,0.0001678035,0.000001145009,0.00008786421,0.00439367,0.000009153051,0.00006941464,0.005242119,0.9897853,0.000003857297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005750585,0.004884243,0.0003467041,0.02058002,0.003241745,0.00001653949,0.00005304289,0.00009387092,0.9650333],"genre_scores_gemma":[0.1663636,0.006643764,0.0002301243,0.01396101,0.001729763,0.00003525633,0.0001139492,0.0001470748,0.8107754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.102371,"threshold_uncertainty_score":0.3424652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004778081184274,"score_gpt":0.1877624415998833,"score_spread":0.1477146607880406,"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."}}