{"id":"W4377260450","doi":"10.1515/9780773574618-002","title":"Acknowledgments","year":2008,"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":"","keywords":"Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.00007261265,0.0004153195,0.0004619194,0.0002182048,0.0004196165,0.00001567569,0.0003101532,0.0004786889,0.0001854309],"category_scores_gemma":[0.00002819738,0.0004784246,0.0002496544,0.00001023247,0.0001016092,0.0001022239,0.0002544038,0.000388914,0.00008305791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310028,"about_ca_system_score_gemma":0.00003646329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085515,"about_ca_topic_score_gemma":7.034816e-7,"domain_scores_codex":[0.9985577,0.00004048141,0.0003079441,0.0004338507,0.0003950631,0.000264973],"domain_scores_gemma":[0.9985061,0.0001215195,0.0003964342,0.0005725696,0.0002501144,0.0001532214],"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":[0.00004241382,0.00002401703,0.000004656169,0.0001288044,0.0001322382,0.0001049604,0.0001123076,0.000006893325,0.000001205708,0.9570693,0.04098709,0.001386056],"study_design_scores_gemma":[0.0005732335,0.00003223477,0.00001703761,0.000202344,0.0002057227,0.00000607311,0.000005339467,0.00004624473,0.00006045401,0.008194212,0.9901895,0.0004675928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001827249,0.000001326381,0.000221967,0.00003926766,0.0002621342,0.0004685683,0.0003395539,0.0002603787,0.9983885],"genre_scores_gemma":[0.0009096478,0.0001191085,0.001621928,0.00004105306,0.0001112465,9.074643e-7,0.0001052787,0.00008004477,0.9970108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9492024,"threshold_uncertainty_score":0.9997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894536053525472,"score_gpt":0.2573798607451773,"score_spread":0.2084345002099226,"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."}}