{"id":"W3153722714","doi":"10.26522/tg.v6i1.2633","title":"A Forgotten Hero?: The Influence of Andrew Murray during the Scottish Wars of Independence, 1296-1298","year":2021,"lang":"en","type":"article","venue":"the general brock university Undergraduate journal of history","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Battle; HERO; Independence (probability theory); Character (mathematics); History; Bridge (graph theory); Romance; Legend; Literature; Classics; Art history; Art; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002572571,0.0001225383,0.0002440565,0.0001364756,0.0006366377,0.00002143303,0.0007451389,0.00004634871,0.000165927],"category_scores_gemma":[0.00006810963,0.00007866209,0.0002599078,0.0001147249,0.0007666762,0.0004881043,0.0001363146,0.0004126342,0.000005034203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860469,"about_ca_system_score_gemma":0.0004202042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004263001,"about_ca_topic_score_gemma":0.003198113,"domain_scores_codex":[0.998447,0.000321284,0.0003616124,0.0001176246,0.0005993878,0.0001530996],"domain_scores_gemma":[0.997981,0.0001634581,0.0007194376,0.0002662469,0.0008205143,0.00004936303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002287919,0.001295459,0.01042682,0.0007584741,0.003339424,0.0009558998,0.07766233,0.03714085,0.1743762,0.2451226,0.4455025,0.00113148],"study_design_scores_gemma":[0.002902994,0.0003265639,0.05811778,0.0003813185,0.0008399254,0.0008069974,0.01473554,0.00003859346,0.003953497,0.01091669,0.9064344,0.0005457599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922027,0.002651382,0.00001903011,0.0007235518,0.0006278508,0.0000764512,0.00001452909,0.000006897442,0.003677582],"genre_scores_gemma":[0.939465,0.0005130412,0.00002878889,0.0001751157,0.000201812,1.760327e-7,0.000001253904,0.00000859009,0.05960619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4609319,"threshold_uncertainty_score":0.4896567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521717009205351,"score_gpt":0.1890575643370975,"score_spread":0.173840394245044,"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."}}