{"id":"W4287701222","doi":"10.2137/stattrans-2020-029","title":"Discussion of &amp;ldquo;Small Area Estimation: Its Evolution in Five Decades&amp;rdquo;, by Malay Ghosh","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Economic Growth and Fiscal Policies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Malay; Estimation; Philosophy; Linguistics; Engineering","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":[0.02838988,0.0004273739,0.0005513314,0.002116986,0.001935376,0.005091138,0.002102738,0.00308039,0.01040528],"category_scores_gemma":[0.08164334,0.0003872023,0.0005951146,0.004898886,0.003604788,0.003786119,0.001642178,0.005311787,0.002619579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004342456,"about_ca_system_score_gemma":0.004607177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03133374,"about_ca_topic_score_gemma":0.05387446,"domain_scores_codex":[0.99138,0.005541752,0.0006426614,0.0006566984,0.001574664,0.0002041837],"domain_scores_gemma":[0.930283,0.0498011,0.002389273,0.003439127,0.01289036,0.001197177],"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":[0.00005557639,0.00006475059,0.008440937,0.0004890902,0.00003291423,0.0001468543,0.0005894361,0.002834488,0.0006757915,0.2827761,0.4426355,0.2612585],"study_design_scores_gemma":[0.00001283628,0.00006483993,0.01251783,0.0009783425,0.00002713284,0.0003798135,0.00069403,0.01424753,0.001525848,0.06525784,0.9042023,0.00009162287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007945434,0.02820735,0.1126654,0.7559387,0.02447815,0.000170222,0.001960752,0.0006824245,0.06795159],"genre_scores_gemma":[0.1886925,0.04107431,0.3011044,0.1995619,0.04452734,0.0009233726,0.002082663,0.002584604,0.219449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03133374,"threshold_uncertainty_score":0.1501418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2937068891908261,"score_gpt":0.4597122898606159,"score_spread":0.1660054006697897,"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."}}