{"id":"W2780983400","doi":"10.21083/irss.v42i0.4069","title":"Iain A. MacInnes, Scotland's Second War of Independence 1332-1357","year":2017,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Independence (probability theory); History; War of independence; Ancient history; Archaeology; Mathematics","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":[],"category_scores_codex":[0.0006758289,0.0001481738,0.0004960173,0.0001110082,0.0003492346,0.00004691405,0.0007782039,0.00003192477,0.003537224],"category_scores_gemma":[0.001265031,0.0001307015,0.0001854442,0.00001895032,0.0007778112,0.0006842802,0.0002467265,0.0001270677,0.00007230952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006006414,"about_ca_system_score_gemma":0.00005745108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083746,"about_ca_topic_score_gemma":0.001462607,"domain_scores_codex":[0.9983064,0.0000433153,0.0006199043,0.000224754,0.0006848976,0.0001207205],"domain_scores_gemma":[0.9971455,0.0001482159,0.0008869203,0.0003299672,0.00145615,0.00003319007],"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":[0.00009581596,0.000404148,0.01705752,0.01530574,0.002177403,0.00007015931,0.00611756,0.000001722086,0.0003396698,0.5002841,0.4334742,0.02467185],"study_design_scores_gemma":[0.0007137056,0.0001069381,0.01562258,0.01638841,0.0001641817,0.00002295759,0.0009131632,0.000005216996,0.001219419,0.01078155,0.9536933,0.0003685715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1474422,0.4797635,0.00001348505,0.003415175,0.008066979,0.0006919301,0.0005517805,0.00004781288,0.3600071],"genre_scores_gemma":[0.8884556,0.09593152,0.0001092961,0.0005062015,0.0005505268,0.00003002348,0.0000226842,0.00001268663,0.01438151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7410133,"threshold_uncertainty_score":0.9973737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06388629439706084,"score_gpt":0.3416370593000164,"score_spread":0.2777507649029556,"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."}}