{"id":"W4311691487","doi":"10.1002/9781118445112.stat08404","title":"Fraser, Donald A. S.","year":2022,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Encyclopedia; Genealogy; Sociology; Library science; History; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001204107,0.0008812488,0.000589649,0.002044397,0.002190806,0.003318344,0.0007879899,0.001717142,0.3444739],"category_scores_gemma":[0.007062685,0.0003589278,0.0003901926,0.001484715,0.0007092752,0.001700638,0.001409825,0.003149957,0.2279098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651267,"about_ca_system_score_gemma":0.004832296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05591232,"about_ca_topic_score_gemma":0.1148991,"domain_scores_codex":[0.9989969,0.00007114001,0.0000382682,0.0002301081,0.0005606651,0.0001029522],"domain_scores_gemma":[0.9966128,0.0002631787,0.00007047181,0.0001498023,0.002216038,0.0006876594],"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":[0.00000395357,0.000001788913,0.00002815135,0.00001109903,4.238721e-7,0.00001022788,0.000009175124,0.000009000853,0.00001578896,0.001308736,0.9721138,0.02648784],"study_design_scores_gemma":[9.609538e-7,0.000001393661,0.00007610678,0.00003827849,4.960123e-7,0.00002333553,0.00001456217,0.000008901675,0.00001246431,0.0003543681,0.9994676,0.000001561071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003599692,0.06636949,0.001675435,0.1707628,0.07564539,0.00006932433,0.003733692,0.001178066,0.6802059],"genre_scores_gemma":[0.002268292,0.01873646,0.0005357685,0.01075781,0.003468568,0.00002817998,0.0006650144,0.0002993646,0.9632406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3444739,"threshold_uncertainty_score":0.9350284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08697018796871073,"score_gpt":0.3690895971709039,"score_spread":0.2821194092021931,"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."}}