{"id":"W2208661465","doi":"","title":"Research Guides: Canada - Census: Aggregate","year":2015,"lang":"en","type":"libguides","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Census; Aggregate (composite); Geography; Business; Population; Demography; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00190929,0.0002876978,0.0004625373,0.0002407923,0.0001902738,0.00007681709,0.000407877,0.0003629308,0.001080051],"category_scores_gemma":[0.002496167,0.0002412053,0.0000694394,0.0003644666,0.0000616657,0.00007586044,0.0001557335,0.0006704683,0.00007748191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009211864,"about_ca_system_score_gemma":0.002713668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7950121,"about_ca_topic_score_gemma":0.9128376,"domain_scores_codex":[0.9963543,0.0002405649,0.0007121538,0.0003766968,0.001780819,0.0005355059],"domain_scores_gemma":[0.9963024,0.0008693151,0.000276865,0.0007462457,0.001570361,0.0002348537],"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":[0.000005265185,0.00001595633,0.00003712294,0.0002534484,0.00002896138,0.00002217232,0.00005240855,0.00001027758,5.615682e-7,0.02308781,0.9747815,0.001704516],"study_design_scores_gemma":[0.0001625867,0.00001819499,0.00007197264,0.0002514448,0.00002579505,0.00001125079,0.0001216165,0.000532953,0.00001270772,0.08722682,0.9112962,0.0002684603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001818422,0.001783663,0.0001995837,0.0064393,0.004012726,0.001168164,0.001422315,0.000339185,0.9828166],"genre_scores_gemma":[0.006021501,0.0002553756,0.02687759,0.000616894,0.003388229,0.00007749889,0.004667042,0.0002783898,0.9578175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1178256,"threshold_uncertainty_score":0.9998331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2472937270217776,"score_gpt":0.4310467885421446,"score_spread":0.1837530615203669,"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."}}