{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002854937,0.0008563033,0.0007572756,0.001758538,0.002313693,0.003828344,0.001938764,0.001448428,0.2509233],"category_scores_gemma":[0.01376367,0.0003239796,0.0005836299,0.001425298,0.0007766944,0.003173026,0.003187961,0.00303678,0.1779755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821755,"about_ca_system_score_gemma":0.003318983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426236,"about_ca_topic_score_gemma":0.006134992,"domain_scores_codex":[0.9967964,0.0006683792,0.0001686407,0.000512214,0.001653542,0.0002008955],"domain_scores_gemma":[0.9908626,0.001078184,0.0002770345,0.0006377754,0.005850338,0.001294067],"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":[0.00003543528,0.0000148755,0.0003845691,0.0001453493,0.000004661717,0.0001540276,0.0008433453,0.00008289262,0.0002567011,0.01486649,0.9345396,0.04867199],"study_design_scores_gemma":[0.000002382897,0.00000339558,0.000150218,0.00007399592,0.000001775894,0.0001064156,0.0002579536,0.00002936665,0.00006456434,0.001247986,0.9980581,0.000003657683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004277702,0.01061683,0.01885491,0.09250777,0.09313899,0.0006911615,0.01309479,0.002801403,0.7640163],"genre_scores_gemma":[0.01691966,0.004146436,0.01307688,0.01703551,0.006567525,0.0004078614,0.007303408,0.001962771,0.9325799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7490767,"threshold_uncertainty_score":0.839422,"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."}}