{"id":"W2490922355","doi":"10.1515/9783598441677.1.88","title":"LIMITS OF THE ‘GLOBAL STATISTICS’ MODEL AND SOME EXAMPLES OF HOW RESULTS ARE USED","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Statistics; Econometrics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.07012358,0.002558224,0.001804185,0.01032843,0.0036175,0.02654024,0.004514475,0.004138533,0.018388],"category_scores_gemma":[0.1529125,0.001384025,0.002078829,0.017496,0.02281704,0.02991479,0.008572415,0.009742451,0.007539241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158598,"about_ca_system_score_gemma":0.005868064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009955867,"about_ca_topic_score_gemma":0.005013554,"domain_scores_codex":[0.9027078,0.07097736,0.003801413,0.003078424,0.01806346,0.001371584],"domain_scores_gemma":[0.8572037,0.1157833,0.002414492,0.01060355,0.01331802,0.0006769572],"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":[0.00001913795,0.00002045401,0.0006845546,0.0003111411,0.0000303249,0.0001931258,0.002600433,0.001506035,0.00009343176,0.9269461,0.01637475,0.05122058],"study_design_scores_gemma":[0.000008571976,0.00003821654,0.0006894697,0.001243197,0.00002152171,0.0003334894,0.003638088,0.004473637,0.0004884258,0.6992733,0.2897139,0.00007816229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00551539,0.02628196,0.47661,0.07887801,0.004178848,0.0003740226,0.0006713202,0.001904317,0.4055861],"genre_scores_gemma":[0.238688,0.04674081,0.5763442,0.02671175,0.003531325,0.00356643,0.00164207,0.005746646,0.09702875],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07012358,"threshold_uncertainty_score":0.3708534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475678966734646,"score_gpt":0.3172527219502156,"score_spread":0.169684825276751,"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."}}