{"id":"W1134046904","doi":"10.3233/sji-2011-0727","title":"The national statistical agency as educator","year":2011,"lang":"en","type":"article","venue":"Statistical Journal of the IAOS","topic":"Census and Population Estimation","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Agency (philosophy); Business; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03894625,0.001451098,0.00280027,0.004782541,0.00276517,0.01378412,0.002800839,0.007820782,0.1310957],"category_scores_gemma":[0.1214067,0.001493053,0.000671217,0.008767519,0.002629482,0.01105103,0.004969967,0.01406525,0.2481879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0055201,"about_ca_system_score_gemma":0.03675217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009947059,"about_ca_topic_score_gemma":0.01250837,"domain_scores_codex":[0.9552988,0.01451569,0.0052866,0.00340234,0.01899656,0.002500113],"domain_scores_gemma":[0.8515217,0.02265534,0.005942048,0.02110939,0.08695934,0.01181225],"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":[0.000008243554,0.00001679281,0.0001687145,0.00006747442,0.000002333287,0.0000150213,0.00004895124,0.00002527428,0.00004344539,0.006153883,0.9584793,0.03497053],"study_design_scores_gemma":[0.000002948925,0.000004117364,0.0001958883,0.0001260066,0.000001500144,0.00001709599,0.00005235525,0.00005058418,0.00002580566,0.001325595,0.9981934,0.000004778732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005898496,0.01080616,0.02019727,0.274697,0.07059367,0.001047437,0.01021999,0.007446431,0.6044022],"genre_scores_gemma":[0.0115592,0.01676136,0.03044895,0.1084622,0.01335799,0.002513076,0.01056316,0.004724937,0.801609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1310957,"threshold_uncertainty_score":0.4385589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111345148721213,"score_gpt":0.3921618770826629,"score_spread":0.2810273622105416,"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."}}