{"id":"W3023296395","doi":"10.1017/s0898588x19000191","title":"Race, the Canadian Census, and Interactive Political Development","year":2020,"lang":"en","type":"article","venue":"Studies in American Political Development","topic":"Census and Population Estimation","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Census; Race (biology); Dynamism; Politics; American Community Survey; Context (archaeology); Political science; Public administration; Sociology; Gender studies; Geography; Population; Law; Epistemology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002525637,0.0002156311,0.0003731045,0.000091261,0.0003423998,0.0000319053,0.0001266726,0.00003718465,0.00002163808],"category_scores_gemma":[0.001652,0.0001578526,0.00002600105,0.0002658044,0.0006301555,0.00004899112,0.0001767133,0.0002501105,0.00002656841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108799,"about_ca_system_score_gemma":0.0004605242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004524202,"about_ca_topic_score_gemma":0.02985958,"domain_scores_codex":[0.9979985,0.000104558,0.0005180557,0.0002935951,0.0002824372,0.0008028522],"domain_scores_gemma":[0.998438,0.0006868797,0.00008143887,0.0001199841,0.0001275276,0.000546182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002089204,0.00004425765,0.02427677,0.00009002244,0.0001365528,0.00002513782,0.01609626,0.000001401911,0.000001334316,0.9438258,0.002367732,0.01311385],"study_design_scores_gemma":[0.001069103,0.0001406207,0.6124101,0.0002940818,0.00006752864,0.00005001993,0.04082905,0.0007739642,0.000436062,0.04968601,0.2931424,0.001101005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8092497,0.0003293473,0.001688435,0.1490553,0.0005604394,0.001546956,0.0000583772,0.0002019947,0.03730947],"genre_scores_gemma":[0.9715495,0.00000644312,0.02307344,0.005119144,0.0000775221,0.00006037057,0.00001152283,0.00001853134,0.00008350269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8941398,"threshold_uncertainty_score":0.987843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228051415699391,"score_gpt":0.3976692631601434,"score_spread":0.2748641215902042,"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."}}