{"id":"W4232368317","doi":"10.5860/choice.42-1975","title":"Statistics Canada","year":2004,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Statistics; History; Geography; 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":[0.001724091,0.001954924,0.002200461,0.008545462,0.003236461,0.006203361,0.002111121,0.001728706,0.4015586],"category_scores_gemma":[0.01304618,0.001636832,0.001178287,0.02414569,0.0008052249,0.002137233,0.001439989,0.002513297,0.3576413],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02036153,"about_ca_system_score_gemma":0.07863666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9258161,"about_ca_topic_score_gemma":0.9282214,"domain_scores_codex":[0.9959441,0.0003586506,0.0002626802,0.0005205246,0.002326275,0.0005877933],"domain_scores_gemma":[0.9836726,0.00179099,0.0006545866,0.001095888,0.01182002,0.0009659837],"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":[0.00001539644,0.00001004494,0.0005516129,0.00005897719,0.000005003904,0.00001040429,0.00001562023,0.000106531,0.00001479753,0.001795222,0.9791749,0.01824139],"study_design_scores_gemma":[0.00001971994,0.00000593424,0.003496629,0.0001203685,0.00001110513,0.00001740735,0.00006982684,0.0003361275,0.00008076314,0.0009231399,0.9948998,0.00001913869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009302981,0.00264377,0.002081178,0.004519076,0.001183177,0.0002344586,0.5575863,0.002843684,0.4279781],"genre_scores_gemma":[0.003025348,0.003026438,0.002283659,0.001194649,0.000163108,0.0002314651,0.1259558,0.001379758,0.8627397],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9796385,"threshold_uncertainty_score":0.853604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002345434058265,"score_gpt":0.385314120929317,"score_spread":0.2850795775234906,"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."}}