{"id":"W4391762990","doi":"10.1007/978-3-031-17299-1_3354","title":"Census","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576888,0.001667413,0.001034744,0.00556087,0.001009908,0.002642646,0.001120106,0.0009620778,0.4342653],"category_scores_gemma":[0.003792405,0.0007779677,0.0005003039,0.0101418,0.000268783,0.002279671,0.00115329,0.001880045,0.4952159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023188,"about_ca_system_score_gemma":0.003216443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03898945,"about_ca_topic_score_gemma":0.03892894,"domain_scores_codex":[0.9993025,0.00008686155,0.00005665168,0.0001265023,0.0003558841,0.00007156219],"domain_scores_gemma":[0.9985008,0.000150033,0.00009620572,0.0001882514,0.0009652567,0.0000995215],"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":[0.00001118429,0.000008824915,0.0001564266,0.00008929813,0.00000214269,0.000008375549,0.00002126234,0.00006301396,0.00004390332,0.004361493,0.9708127,0.02442128],"study_design_scores_gemma":[0.000004638151,0.000003699218,0.0006657746,0.00005128541,0.000001926078,0.00001995941,0.00002221973,0.0000600149,0.0000492946,0.0009583917,0.9981592,0.000003602618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005060199,0.001823109,0.00210914,0.0009658253,0.00103743,0.0002068738,0.3069567,0.001671421,0.6847233],"genre_scores_gemma":[0.001868768,0.002473778,0.002067946,0.0005246801,0.00023154,0.0003291139,0.1867934,0.0008819195,0.8048289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4342653,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660293320134148,"score_gpt":0.3468096159513941,"score_spread":0.1807802839379793,"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."}}