{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002075583,0.0005458727,0.0006886284,0.0003797107,0.0001632737,0.00005005297,0.0004204871,0.0003005042,0.08458833],"category_scores_gemma":[0.000486264,0.0005380817,0.00007356529,0.0002876831,0.00009796269,0.00004673317,0.00018982,0.0007460683,0.000226929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980776,"about_ca_system_score_gemma":0.0002177625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004919668,"about_ca_topic_score_gemma":0.004164532,"domain_scores_codex":[0.9971529,0.0001572402,0.0007312655,0.0005973856,0.0009052376,0.0004560227],"domain_scores_gemma":[0.9976026,0.0004354019,0.0008252012,0.000808047,0.0001386348,0.000190044],"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":[0.00001730912,0.0002712738,0.0002177919,0.0002444695,0.00007526422,0.00003400114,0.00004357671,0.00001130211,0.000001300308,0.1486055,0.8373346,0.01314359],"study_design_scores_gemma":[0.0005303347,0.00009060543,0.0001565374,0.0001796505,0.0001326669,0.000004931285,0.00004739009,0.001011808,5.884285e-7,0.10674,0.8905437,0.0005617963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001360206,0.002160536,0.1733193,0.0005865012,0.002138516,0.002124021,0.2732209,0.001831881,0.5444823],"genre_scores_gemma":[0.0001760485,0.001559175,0.4358558,0.0003214829,0.0004858653,0.00007796831,0.04931365,0.0009666069,0.5112434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2625365,"threshold_uncertainty_score":0.999707,"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."}}