{"id":"W1602297535","doi":"10.21083/irss.v39i0.2887","title":"Militia Chieftains: Profiling the Founders of the \"Canadian Scottish\"","year":2014,"lang":"en","type":"article","venue":"International Review of Scottish Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redress; Ethnic group; Politics; Profiling (computer programming); History; Chose; Gender studies; Political science; Ancient history; Genealogy; Demography; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321118,0.00006724399,0.0002085274,0.0001168241,0.0007860398,0.0000504386,0.0006742695,0.00002969644,0.0001505651],"category_scores_gemma":[0.003376892,0.00005123867,0.0001672294,0.0002381875,0.001673843,0.000121575,0.00006637056,0.0001070152,0.00001470836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582923,"about_ca_system_score_gemma":0.0007621691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5941985,"about_ca_topic_score_gemma":0.9817864,"domain_scores_codex":[0.9986442,0.0001864271,0.0003202863,0.0001243106,0.0005640755,0.0001606596],"domain_scores_gemma":[0.9988362,0.0001963864,0.0002170437,0.000184739,0.0005077376,0.0000578618],"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":[0.000004264038,0.000040087,0.006543864,0.002604008,0.000535148,0.00000189295,0.009442993,0.000006336317,0.00002136978,0.7178885,0.1899176,0.07299393],"study_design_scores_gemma":[0.00007224855,0.000009836081,0.007434989,0.003740315,0.00005047899,0.000001167216,0.00199914,0.00000317365,0.00001139983,0.004705895,0.9818939,0.00007746719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0138599,0.4065515,0.00001795409,0.09920113,0.00582676,0.001392355,0.0001247029,0.0000278837,0.4729978],"genre_scores_gemma":[0.8253206,0.1649581,0.0001303408,0.004758017,0.0004468066,0.00004198208,0.000004319331,0.00001044416,0.004329317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8114607,"threshold_uncertainty_score":0.6167343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955421459645379,"score_gpt":0.3190478496726691,"score_spread":0.2894936350762153,"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."}}