{"id":"W4243623661","doi":"10.18356/88ed1195-en","title":"Acknowledgements","year":2013,"lang":"en","type":"book-chapter","venue":"Statistical papers. Series M","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Garcia; Kingdom; Geography; Political science; Humanities; Economic history; History; Art; Archaeology","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":["insufficient_payload"],"category_scores_codex":[0.00007763554,0.0003161122,0.0003886157,0.00005382572,0.0001114821,0.00005033112,0.0001173661,0.0002499681,0.1783739],"category_scores_gemma":[0.0007950953,0.000286981,0.00007543361,0.00001553866,0.0001459433,0.00009497366,0.00007056002,0.0002462264,0.01039239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008259512,"about_ca_system_score_gemma":0.00003770651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002107641,"about_ca_topic_score_gemma":0.00004007915,"domain_scores_codex":[0.9986815,0.00001693856,0.00045249,0.0002963843,0.0003274447,0.0002252095],"domain_scores_gemma":[0.9987066,0.0004043989,0.0001839701,0.0003261808,0.0002502657,0.0001286294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001078028,0.00001136493,0.000009437871,0.0001631026,0.0000452569,0.000006698444,0.00004751332,2.270739e-7,0.000003612425,0.7858129,0.2044301,0.009459008],"study_design_scores_gemma":[0.000100739,0.00004425138,0.0002912874,0.00006465932,0.00006968621,0.000002870476,0.000004892577,0.0000311063,0.000001356517,0.5429512,0.4562186,0.0002193615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000120106,0.00004024806,0.002252718,0.0001689634,0.0006031094,0.0003833388,0.0004082329,0.0001207163,0.9960107],"genre_scores_gemma":[0.000538984,0.00004777995,0.03107721,0.0001154603,0.0003571864,0.0000207043,0.0005889234,0.00008995215,0.9671638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2517885,"threshold_uncertainty_score":0.9999582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04707691058419049,"score_gpt":0.310504078173208,"score_spread":0.2634271675890175,"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."}}