{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003230034,0.0001072586,0.0001274543,0.0000313959,0.0001565264,0.00003799637,0.0001709458,0.0000459181,0.0006523666],"category_scores_gemma":[0.0003311069,0.00009961303,0.00003380733,0.0001101862,0.00005928183,0.00006304133,0.00001863188,0.0001905096,0.00005447643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005178369,"about_ca_system_score_gemma":0.0003514297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09772733,"about_ca_topic_score_gemma":0.4531039,"domain_scores_codex":[0.9988935,0.00002480535,0.0002592609,0.0002337151,0.0003620872,0.0002266601],"domain_scores_gemma":[0.9990448,0.0001925873,0.0001246261,0.0003761531,0.0001538577,0.0001079938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004181979,0.0001458779,0.005526196,0.0001308543,0.00002284049,0.00002804749,0.0002033275,0.0001011386,0.1162687,0.4520357,0.4147624,0.01073309],"study_design_scores_gemma":[0.001028903,0.00004170887,0.1113227,0.00004457192,0.00007187844,0.00003495644,0.00007200897,0.009703355,0.05853331,0.07973956,0.7382844,0.001122678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751272,0.00001129913,0.00273669,0.003522453,0.00373067,0.0004920513,0.0003236326,0.0001625117,0.01389355],"genre_scores_gemma":[0.9857406,6.924865e-7,0.01028233,0.0002309773,0.0001572788,0.00001280714,0.00002718136,0.00001666513,0.003531489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3722962,"threshold_uncertainty_score":0.908281,"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."}}