{"id":"W4378383196","doi":"10.1515/9780773577015-001","title":"Acknowledgments","year":2009,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences; Université du Québec à Montréal","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000999043,0.00041418,0.0004562223,0.0002169115,0.0003169395,0.00002427388,0.0003145821,0.0004787948,0.0001795996],"category_scores_gemma":[0.00002645431,0.0004752064,0.0002384721,0.00001013691,0.0000631267,0.0001033327,0.0001792148,0.0003834871,0.00006474505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087874,"about_ca_system_score_gemma":0.00002874367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000694074,"about_ca_topic_score_gemma":7.199076e-7,"domain_scores_codex":[0.9985867,0.00004028575,0.0003047205,0.000429293,0.0003725611,0.0002664004],"domain_scores_gemma":[0.9985579,0.0001005034,0.0003929176,0.0005663712,0.0002316575,0.0001506732],"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":[0.0000408485,0.0000241267,0.000002016833,0.0001000774,0.0000935711,0.00005471134,0.00005339493,0.000006397379,0.000001611264,0.9801119,0.01304875,0.006462572],"study_design_scores_gemma":[0.0005321891,0.00004516507,0.00001911208,0.0002422392,0.0002624078,0.000002279515,0.000004727332,0.00004445503,0.00005895794,0.04737206,0.9509653,0.0004511416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008927939,9.208306e-7,0.0002247777,0.00006821463,0.0002007695,0.0004724083,0.0002544096,0.0002649539,0.9985046],"genre_scores_gemma":[0.0007292009,0.00003560656,0.001886135,0.00006576101,0.0001104874,5.597848e-7,0.0000993665,0.00006087983,0.997012],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9379165,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217205359520101,"score_gpt":0.2609424258306782,"score_spread":0.2187703722354772,"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."}}