{"id":"W7096245870","doi":"","title":"Testing for the 2011 Census of Canada","year":2009,"lang":"en","type":"article","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Focus (optics); Data collection; American Community Survey; Sample (material)","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":[],"consensus_categories":[],"category_scores_codex":[0.00585135,0.0004039365,0.0004612337,0.002189463,0.002460812,0.001492218,0.002114725,0.0004088004,0.01656601],"category_scores_gemma":[0.0334879,0.0002287462,0.0006759768,0.007004565,0.0006714256,0.0007905034,0.001055537,0.001195543,0.002529724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02474045,"about_ca_system_score_gemma":0.09373572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793084,"about_ca_topic_score_gemma":0.9724303,"domain_scores_codex":[0.9917471,0.001277065,0.0004769565,0.0005995487,0.004682474,0.001216889],"domain_scores_gemma":[0.977427,0.00157968,0.0007985149,0.0009924693,0.0184158,0.000786543],"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":[0.0003227786,0.0003676724,0.2932296,0.0005951251,0.0001789896,0.0002530261,0.006113331,0.004376228,0.001123877,0.05190293,0.4929183,0.1486181],"study_design_scores_gemma":[0.00007872241,0.0001953817,0.6656613,0.0002096,0.00005701847,0.00009377055,0.01023935,0.007178829,0.0009427973,0.001699102,0.313557,0.00008717841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2920378,0.0009938768,0.04731029,0.0131148,0.0016574,0.01654478,0.3351443,0.001708069,0.2914887],"genre_scores_gemma":[0.6703869,0.00122267,0.06851996,0.002992043,0.0001564052,0.01873952,0.1459433,0.0004533938,0.09158585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02474045,"threshold_uncertainty_score":0.1795053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065198497076133,"score_gpt":0.323483454578033,"score_spread":0.2169636048704197,"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."}}