{"id":"W471051684","doi":"","title":"Research Guides: Canadian Census: General Reference","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Geography; Population; Sociology; Demography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001327468,0.0002875967,0.0003833156,0.000739947,0.0003168749,0.00008881339,0.0005048344,0.0006888869,0.006321433],"category_scores_gemma":[0.0008337974,0.0002499725,0.00008640456,0.0003231466,0.00008668553,0.00009476033,0.00009134212,0.0008145666,0.0005870191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004348737,"about_ca_system_score_gemma":0.0008615813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5406881,"about_ca_topic_score_gemma":0.5569601,"domain_scores_codex":[0.9973311,0.0002216221,0.0006372601,0.000436877,0.0006480814,0.0007250632],"domain_scores_gemma":[0.9974368,0.0003231532,0.0001662506,0.0008134088,0.0008787442,0.0003816435],"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":[0.000002211765,0.00001083756,0.00006760424,0.0001027491,0.00001550462,0.000008173633,0.00009391523,8.107892e-7,7.489538e-7,0.3110362,0.6872797,0.001381565],"study_design_scores_gemma":[0.00008425971,0.00002605015,0.0005675026,0.0001431999,0.0000223346,0.000008715941,0.00004660999,0.0002397366,0.00001280405,0.1253223,0.8732411,0.0002854196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009009183,0.0002278862,0.00009443238,0.001010657,0.00087257,0.0005207084,0.0006366813,0.000154236,0.9955819],"genre_scores_gemma":[0.01060861,0.0004922993,0.08216594,0.0006592791,0.00228203,0.00009456582,0.004661237,0.0002195226,0.8988165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1859614,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4107461934176169,"score_gpt":0.4470453946139359,"score_spread":0.03629920119631896,"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."}}