{"id":"W2513257670","doi":"10.1002/cjs.11301","title":"Survey estimation of domain means that respect natural orderings","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Estimator; Estimation; Mathematics; Bootstrapping (finance); Domain (mathematical analysis); Statistics; Pooling; Econometrics; Computer science; Economics; Artificial intelligence; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000799936,0.0001190943,0.0002854366,0.0002297149,0.00004837196,0.00001995677,0.0002205001,0.00005735878,0.0001305929],"category_scores_gemma":[0.004390011,0.00008569132,0.00003646216,0.0001261524,0.000172848,0.0001903063,0.00001008546,0.000156927,0.000002918692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675713,"about_ca_system_score_gemma":0.0006252558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028566,"about_ca_topic_score_gemma":0.03586121,"domain_scores_codex":[0.9988867,0.0001059934,0.0004670339,0.00007941513,0.0002316271,0.000229246],"domain_scores_gemma":[0.9972691,0.001249756,0.000541041,0.0001741271,0.0005162057,0.000249754],"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":[0.0001360558,0.00005154786,0.02057675,0.000248273,0.0002173453,0.0005724389,0.002252614,0.00007694813,0.003867374,0.7883325,0.07347301,0.1101952],"study_design_scores_gemma":[0.0004313941,0.0002353063,0.01709976,0.0004188947,0.0000337453,0.0001023084,0.0001085178,0.0001633968,0.004566651,0.9756529,0.00096897,0.0002181242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06085909,0.00007358612,0.9378251,0.0001651718,0.0002032983,0.00008608369,0.0005699765,0.00001250667,0.0002052083],"genre_scores_gemma":[0.662882,0.00001588173,0.3369467,0.00001709483,0.00001899818,6.526931e-7,0.000003262272,0.00001668213,0.0000987524],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6020229,"threshold_uncertainty_score":0.9817318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137015214149719,"score_gpt":0.3555770527946052,"score_spread":0.2418755313796332,"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."}}