{"id":"W4317645215","doi":"10.12987/yale/9780300254174.003.0004","title":"The Force of Sentiment","year":2022,"lang":"en","type":"book-chapter","venue":"Yale 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":"Scots; Confiscation; Battle; Settlement (finance); Victory; History; Economic history; Geography; Political science; Ancient history; Archaeology; Economy; Politics; Law; Art; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009053858,0.0001015965,0.0001235448,0.0000646609,0.0008308281,0.00002764627,0.0003197938,0.00004094978,0.002153053],"category_scores_gemma":[0.000002439684,0.0001000071,0.0001481885,0.000001090427,0.0003663682,0.00005950772,0.0002069547,0.0001771315,0.000009656665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013441,"about_ca_system_score_gemma":0.00004268912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595244,"about_ca_topic_score_gemma":0.0004547548,"domain_scores_codex":[0.999379,0.00002291802,0.000106961,0.0001378815,0.0002720194,0.000081177],"domain_scores_gemma":[0.9994115,0.00007990456,0.0001801464,0.0002034891,0.00009906883,0.00002586505],"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":[0.00003462379,0.000005881448,1.942739e-7,0.0000177286,0.00009595267,0.00001238008,0.00113401,0.000001896382,0.000001653203,0.972125,0.02628659,0.00028412],"study_design_scores_gemma":[0.0001322676,0.00002456937,7.771854e-7,0.00001576151,0.0000872803,6.97917e-7,0.0001559303,0.000002935391,0.00001885264,0.002555351,0.9969015,0.0001040954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003954834,0.0002545007,0.000001779266,0.00001381861,0.0005394552,0.0001431337,0.0001831701,0.0000251345,0.9987994],"genre_scores_gemma":[0.0007604611,0.00007087581,0.000003123742,0.00001706662,0.000104714,4.985784e-7,0.000023992,0.0000109034,0.9990084],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9706149,"threshold_uncertainty_score":0.9987591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187032702077833,"score_gpt":0.1790570808848546,"score_spread":0.1471867538640763,"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."}}