{"id":"W2530853514","doi":"","title":"Research Guides: Data and Statistics: Canada--Nationwide","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics; Data science; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005572324,0.001410078,0.001493442,0.009620495,0.003635083,0.006530829,0.003118145,0.001538306,0.3271208],"category_scores_gemma":[0.05673115,0.001822533,0.000774565,0.02851583,0.001304716,0.003427805,0.001981276,0.003501363,0.2113251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02454775,"about_ca_system_score_gemma":0.1636125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9416888,"about_ca_topic_score_gemma":0.9590868,"domain_scores_codex":[0.9934559,0.0007563505,0.0006907916,0.0005417989,0.003948888,0.0006061564],"domain_scores_gemma":[0.9125406,0.01135262,0.001536553,0.003347838,0.06797668,0.003245628],"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":[0.000007570571,0.00001005537,0.0002326288,0.0001355307,0.000002169349,0.000006621975,0.00006419906,0.00007692816,0.00001686733,0.0009281269,0.9869356,0.0115837],"study_design_scores_gemma":[0.00002438705,0.00000619083,0.003120301,0.0004419202,0.000006075918,0.00002001487,0.00032199,0.0001637985,0.0001064472,0.001168511,0.9945862,0.0000341107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004544822,0.0007014824,0.004659986,0.003355083,0.0006404429,0.001281797,0.885446,0.005019459,0.09844125],"genre_scores_gemma":[0.005050955,0.00452706,0.02838069,0.003287807,0.0002947383,0.004790783,0.6676584,0.007385217,0.2786244],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3271208,"threshold_uncertainty_score":0.9597805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517038189794545,"score_gpt":0.450606011789863,"score_spread":0.1989021928104086,"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."}}