{"id":"W6898846415","doi":"10.57912/23838909","title":"Imperial Preference in the British Empire With Particular Relations to the United Kingdom and Canada","year":2023,"lang":"en","type":"dissertation","venue":"American University Research Archive","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"British Empire; Kingdom; Preference; Imperial unit system; Empire","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003284747,0.00008256477,0.000112397,0.0002465376,0.002111933,0.0002861114,0.0003999049,0.00001586723,0.00007874716],"category_scores_gemma":[0.0001751156,0.00006621583,0.00002106655,0.0004195194,0.0006032299,0.0000849581,0.00005955305,0.0005120757,0.00001660401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532375,"about_ca_system_score_gemma":0.0007767002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879255,"about_ca_topic_score_gemma":0.999737,"domain_scores_codex":[0.998378,0.0005253553,0.00007906366,0.0002265871,0.0005603796,0.0002306253],"domain_scores_gemma":[0.9988199,0.000682517,0.00005371017,0.0001605089,0.0002139944,0.00006940971],"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":[0.001389742,0.0001462852,0.01222851,0.00007713954,0.0003261921,0.001243301,0.2868866,0.000258522,0.00001984072,0.1259058,0.5683321,0.003185919],"study_design_scores_gemma":[0.0002480585,0.0002063562,0.1602705,0.0001494619,0.00003598978,0.000003927023,0.1418886,0.00005812846,9.9255e-7,0.0005782602,0.6963648,0.0001948802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873354,0.00001114958,0.000001781608,0.000585611,0.00009390478,0.0003857453,0.0002673905,0.00001291296,0.01130606],"genre_scores_gemma":[0.9813572,0.00004306166,0.00001005802,0.0001000391,0.0001072206,0.00001086699,0.0008133313,0.00001109698,0.01754709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148042,"threshold_uncertainty_score":0.9991872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0600801313038609,"score_gpt":0.2721260885570047,"score_spread":0.2120459572531437,"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."}}