{"id":"W2027792332","doi":"10.1111/j.1740-9713.2010.00455.x","title":"Canada Census 2011: Not Scientifically Valid?","year":2010,"lang":"en","type":"article","venue":"Significance","topic":"Census and Population Estimation","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Census; Abandonment (legal); Government (linguistics); History; Geography; Political science; Law; Sociology; Demography; Population","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03862024,0.0008509358,0.001538074,0.008147435,0.006644691,0.0106116,0.004606134,0.002684693,0.01576771],"category_scores_gemma":[0.2112314,0.0006915362,0.0008994301,0.02525841,0.005172462,0.003542714,0.002567969,0.007914417,0.005030943],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07392133,"about_ca_system_score_gemma":0.219858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9702442,"about_ca_topic_score_gemma":0.9567726,"domain_scores_codex":[0.9489627,0.007986582,0.003411863,0.002391967,0.03477287,0.002474011],"domain_scores_gemma":[0.7760129,0.02085903,0.00843472,0.009879053,0.1783867,0.006427668],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002331085,0.000005270892,0.002486878,0.0002395565,0.00002803514,0.00002275219,0.0001675351,0.0001078515,0.00001782452,0.01586068,0.9552848,0.02575552],"study_design_scores_gemma":[0.0000196258,0.000006756169,0.01309413,0.001742647,0.00005101796,0.00004025298,0.0006007474,0.0004391425,0.0001491069,0.006984588,0.9768151,0.00005682479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002985095,0.04055116,0.005563029,0.750104,0.04498514,0.0002250654,0.06614112,0.0009921973,0.08845316],"genre_scores_gemma":[0.2175305,0.1033529,0.02487922,0.3881064,0.0251658,0.001447467,0.1142435,0.003227955,0.1220463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9613798,"threshold_uncertainty_score":0.5363393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0544103451987288,"score_gpt":0.3117377899503699,"score_spread":0.2573274447516411,"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."}}