{"id":"W6923849838","doi":"10.1371/journal.pone.0311895.s001","title":"Description of different datasets at Statistics Canada used in the study and the relevant study variables.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Data collection; Descriptive statistics; Sampling (signal processing)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002349069,0.00008155067,0.0001316502,0.00002481884,0.00006790294,0.00005057881,0.0001014791,0.00001581013,0.002218703],"category_scores_gemma":[0.0007459975,0.00004212268,0.000008519476,0.0001092396,0.000005017258,0.00004049234,0.00006612487,0.00008927902,0.000004208795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007168634,"about_ca_system_score_gemma":0.00004993505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01890332,"about_ca_topic_score_gemma":0.5243824,"domain_scores_codex":[0.9990782,0.0001974983,0.000251517,0.0001145017,0.0002815118,0.00007683679],"domain_scores_gemma":[0.9984878,0.001162267,0.00007016138,0.0002363222,0.00002896764,0.00001453119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000548339,0.00052002,0.01339281,0.0006965151,0.00007928473,0.0000587434,0.01343729,0.00005837023,0.000004860411,0.003660149,0.9668576,0.001179549],"study_design_scores_gemma":[0.003997665,0.0003096326,0.8792152,0.001423147,0.0003471668,0.00001997058,0.007394544,0.08114874,0.00001250272,0.01365693,0.01210939,0.0003651467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.59227,0.0001307653,0.00004532075,0.0001489434,0.0001032514,0.002292809,0.4049344,0.00002056405,0.00005394718],"genre_scores_gemma":[0.9677818,9.022544e-7,0.00004301835,0.00001793305,0.00001588401,0.0001033997,0.03199061,0.000007947292,0.00003845139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547482,"threshold_uncertainty_score":0.9986934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039561693645435,"score_gpt":0.3222151119643632,"score_spread":0.2182589425998197,"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."}}