{"id":"W3154560079","doi":"10.26522/tg.v6i1.2640","title":"The Personal Ambitions of a National Hero","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":"HERO; Scrutiny; Independence (probability theory); Argument (complex analysis); Law; Loyalty; Verdict; Irish; History; Period (music); Sociology; Political science; Philosophy; Art; Aesthetics; Literature","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":[0.0001466425,0.00007104329,0.0001175501,0.0000939821,0.0008060051,0.00002168403,0.0002638794,0.00002217762,0.0003316971],"category_scores_gemma":[0.00005850199,0.00005262173,0.0002266914,0.00005231614,0.0004820757,0.0002645876,0.00004276506,0.0002041418,0.00001206713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006250108,"about_ca_system_score_gemma":0.0006383148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008283567,"about_ca_topic_score_gemma":0.00230944,"domain_scores_codex":[0.9989471,0.0001917483,0.0002033809,0.00007037157,0.0004908526,0.00009648845],"domain_scores_gemma":[0.9982702,0.0001733167,0.0003228918,0.00007799586,0.001111787,0.00004385187],"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":[0.0001002249,0.000108439,0.00002898263,0.000009052735,0.0001919884,0.0000365324,0.002757357,0.0001106961,0.002583495,0.284681,0.709278,0.0001141686],"study_design_scores_gemma":[0.0003665379,0.00004286941,0.0003513494,0.00001509363,0.00006156536,0.00009138555,0.002882531,0.00002174399,0.00008185369,0.008655579,0.9873596,0.00006986695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7292988,0.02032854,0.0005225074,0.01908816,0.009122846,0.0001996589,0.000139569,0.00004531581,0.2212546],"genre_scores_gemma":[0.6272125,0.0004845989,0.0000830671,0.0004093233,0.0006937195,1.461884e-7,0.000006950636,0.000008047934,0.3711017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2780816,"threshold_uncertainty_score":0.6199221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353078251192028,"score_gpt":0.204869743074124,"score_spread":0.1713389605622037,"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."}}