{"id":"W1549034573","doi":"10.29173/cjs18221","title":"To Know Ourselves — Not","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Census and Population Estimation","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Census; Disadvantaged; Sociology; Genealogy; Public relations; Law; Social science; Political science; Population; History; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007559719,0.00004707526,0.0001135706,0.00007279064,0.0001612858,0.000007572541,0.0001175752,0.00005985844,0.0002066308],"category_scores_gemma":[0.0004256179,0.00003106443,0.00004834519,0.00003866217,0.00007891111,0.0000541581,0.000004481441,0.0001418811,0.00005272398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009913899,"about_ca_system_score_gemma":0.0001932451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000558426,"about_ca_topic_score_gemma":0.008788997,"domain_scores_codex":[0.9994395,0.00009016699,0.0001847664,0.00002415451,0.00005734845,0.000204091],"domain_scores_gemma":[0.9992144,0.0001955863,0.0001370675,0.00008163149,0.00009549801,0.0002758848],"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":[0.00001619928,0.00001720843,0.1042436,0.00001144898,0.00006508909,0.000005971639,0.03345256,0.00009990392,0.0001554233,0.7167832,0.1407097,0.004439661],"study_design_scores_gemma":[0.0004492389,0.0001757555,0.4938424,0.00004897302,0.0001282061,0.0004373236,0.001457126,0.00005731178,0.0002243099,0.2792876,0.2236424,0.0002493788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717261,0.0002480049,0.0006298746,0.02523679,0.0007376727,0.00006617171,0.000005218272,0.000003726553,0.001346477],"genre_scores_gemma":[0.9961414,0.000001978936,0.001891773,0.001150192,0.0005394825,7.345471e-7,6.784489e-7,0.00000678384,0.0002670123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374956,"threshold_uncertainty_score":0.4904467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09466656929030356,"score_gpt":0.351428723834449,"score_spread":0.2567621545441454,"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."}}