{"id":"W1569707565","doi":"10.1108/09504120810894865","title":"Statscan: Canada's National Statistics Agency","year":2008,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Statistics; Political science; Sociology; Mathematics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002617178,0.0001116273,0.000236231,0.00002948178,0.0001278823,0.000006720103,0.00009321288,0.00003280412,0.0006887554],"category_scores_gemma":[0.0006771462,0.0000919216,0.00002670225,0.0001214549,0.00001847452,0.00005969561,0.00001442651,0.00009215085,0.00007498657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687669,"about_ca_system_score_gemma":0.0005591246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01700812,"about_ca_topic_score_gemma":0.1112735,"domain_scores_codex":[0.9988001,0.00007810685,0.0004573113,0.0001352826,0.0003821144,0.0001470784],"domain_scores_gemma":[0.999234,0.0001428061,0.0002183537,0.0001641234,0.0001671001,0.00007358182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004118318,0.00006074333,0.004723288,0.0003418297,0.00001301988,0.00001482303,0.000213868,0.00001572181,0.00002307813,0.3919367,0.5378723,0.06478056],"study_design_scores_gemma":[0.0001212212,0.00001371239,0.02533229,0.00007888945,0.00001487027,0.00003264923,0.000003072935,0.0008103308,0.00001033408,0.04148478,0.9319024,0.0001954378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2604385,0.02557107,0.3495512,0.002918815,0.002715791,0.007203717,0.004496063,0.0006479055,0.3464569],"genre_scores_gemma":[0.6804157,0.0233611,0.2811598,0.0009305043,0.0003742536,0.0001370316,0.0009300128,0.00006242015,0.01262907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4199772,"threshold_uncertainty_score":0.9895377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2711424000927705,"score_gpt":0.3886655546294746,"score_spread":0.1175231545367041,"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."}}