{"id":"W2184259313","doi":"","title":"NEW COLLECTION METHODOLOGY IN THE 2006 CENSUS OF POPULATION","year":2007,"lang":"en","type":"article","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Census; Data collection; Population; The Internet; Geography; Computer science; Demography; Statistics; World Wide Web; Mathematics; Sociology","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":[0.001541592,0.00004789252,0.0001027704,0.000111816,0.00002960093,0.000003718457,0.00004574626,0.0000609029,0.00008843516],"category_scores_gemma":[0.0004258052,0.00003343842,0.00002775193,0.0003289606,0.000006099115,0.00003970449,0.000005683668,0.00005335154,0.000001847756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003010677,"about_ca_system_score_gemma":0.000008078828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377647,"about_ca_topic_score_gemma":0.005384633,"domain_scores_codex":[0.9992828,0.00012083,0.000318112,0.00006631475,0.0001223421,0.00008964848],"domain_scores_gemma":[0.9988896,0.0008273623,0.000119496,0.0001132004,0.00003614891,0.00001424141],"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":[0.00008689339,0.00008602084,0.1340472,0.0000383622,0.000008220736,0.000001266286,0.001746586,0.00028501,0.0003772904,0.8199678,0.01473517,0.02862024],"study_design_scores_gemma":[0.0003221729,0.00003023733,0.7405851,0.000007635516,0.00001309821,0.00001030948,0.0001981047,0.001517661,0.0004525137,0.2560582,0.0007489573,0.00005602796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5404688,0.00001857947,0.4466698,0.0005717934,0.0001931636,0.0003050277,0.000001914449,0.0000330236,0.01173782],"genre_scores_gemma":[0.8117912,0.000001194733,0.187532,0.00005104291,0.00004739154,0.000001093931,0.00001942887,0.000004508103,0.000552126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6065379,"threshold_uncertainty_score":0.5106015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2432073726256033,"score_gpt":0.4357629850338368,"score_spread":0.1925556124082335,"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."}}