{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007191513,0.000717392,0.0008785232,0.001594481,0.007501838,0.00955452,0.001461207,0.00290663,0.009989001],"category_scores_gemma":[0.01907384,0.0003173272,0.0004595264,0.001493332,0.0484788,0.01548577,0.006223401,0.008047849,0.004988308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005209079,"about_ca_system_score_gemma":0.008452494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03742178,"about_ca_topic_score_gemma":0.02834196,"domain_scores_codex":[0.9899643,0.004485458,0.0003167927,0.001802832,0.002484893,0.0009458311],"domain_scores_gemma":[0.9899368,0.002891477,0.0008753086,0.002560947,0.002343373,0.001392117],"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":[0.000008576459,0.00001353086,0.0005261811,0.00006336922,0.00001327922,0.00004386612,0.01083029,0.00005699209,0.00005640461,0.9365392,0.03913374,0.01271455],"study_design_scores_gemma":[0.000006764053,0.00001735362,0.0004828729,0.0003154794,0.00001017176,0.0001874053,0.006839851,0.0001350076,0.0001564852,0.3208225,0.6710024,0.0000236766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01376022,0.01847888,0.02809207,0.3013493,0.007644938,0.00009510908,0.0004114125,0.0002256512,0.6299423],"genre_scores_gemma":[0.7326279,0.01366715,0.01514244,0.07111449,0.004472716,0.000251949,0.0005667199,0.0003613673,0.1617953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9625782,"threshold_uncertainty_score":0.07440794,"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."}}