{"id":"W3135606267","doi":"10.3828/bjcs.2021.4","title":"Protected black and Acadian electoral districts in Nova Scotia: a case study in institutionalised surrogate representation","year":2021,"lang":"en","type":"article","venue":"British Journal of Canadian Studies","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Representation (politics); Nova scotia; Population; Politics; Humanities; Sociology; Ethnology; Political science; Demography; Art; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116176,0.0001957667,0.0002547593,0.0006838688,0.0124447,0.002164932,0.001100371,0.001152434,0.002122881],"category_scores_gemma":[0.002626199,0.0002661879,0.0001348297,0.001240255,0.004805826,0.000543694,0.003322256,0.001788526,0.0001494433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01783585,"about_ca_system_score_gemma":0.01011478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7761164,"about_ca_topic_score_gemma":0.9323064,"domain_scores_codex":[0.9983261,0.000615729,0.00003222499,0.00007776824,0.000131566,0.0008165357],"domain_scores_gemma":[0.99867,0.0004710908,0.0002105736,0.00006824354,0.0001198721,0.0004602507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001856186,0.0001689569,0.1126752,0.0001407374,0.00002042546,0.04510324,0.7985721,0.0006045972,0.001143716,0.02096494,0.00515119,0.01526922],"study_design_scores_gemma":[0.0000114524,0.00006952143,0.08211289,0.0001532584,0.00001048825,0.002818312,0.8939875,0.0002468314,0.0002489715,0.0005573382,0.01976464,0.00001885177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891729,0.0001778888,0.00008029204,0.001155039,0.00001459606,0.00002499697,0.00003335245,0.000001444635,0.009339336],"genre_scores_gemma":[0.9956694,0.0001642892,0.0001025432,0.0002335882,0.00000441725,0.00001284696,0.00001685518,0.000001920839,0.003794084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2238836,"threshold_uncertainty_score":0.4504041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049175971577197,"score_gpt":0.3718703168895735,"score_spread":0.2669527197318537,"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."}}