{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008262249,0.00009987318,0.0001482679,0.00003223578,0.0002687973,0.00003794661,0.0003084963,0.00004156701,0.00104107],"category_scores_gemma":[0.005573883,0.00005084112,0.0000777149,0.00009065994,0.0001654314,0.00007681258,0.00004228977,0.0002632704,0.0000628457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007426816,"about_ca_system_score_gemma":0.0003331425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001566425,"about_ca_topic_score_gemma":0.00001140246,"domain_scores_codex":[0.9982634,0.0001889414,0.0005880422,0.00007685408,0.0007068809,0.0001759474],"domain_scores_gemma":[0.9972365,0.001750285,0.0003717643,0.0001302749,0.0003921898,0.0001189998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006211887,0.0000976494,0.0006753696,0.0000120389,0.00003808862,0.000006515854,0.000408393,0.00000214054,0.00002217745,0.9551965,0.03834632,0.005132675],"study_design_scores_gemma":[0.0002053452,0.00007337389,0.05558193,0.00002427294,0.00005888895,0.0001671111,0.00005301059,0.0003801684,0.00006655493,0.9398109,0.0035081,0.00007033992],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1565181,0.0002746236,0.7560943,0.01119819,0.007000252,0.001112177,0.000684024,0.00006921405,0.06704911],"genre_scores_gemma":[0.9244095,0.00001071579,0.07452065,0.0002287001,0.0002967696,0.000003388853,0.000002357566,0.00001641982,0.0005115105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7678913,"threshold_uncertainty_score":0.9998721,"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."}}