{"id":"W7097465585","doi":"","title":"Gerry Gravel","year":2003,"lang":"en","type":"article","venue":"","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.00009074474,0.00002956641,0.00003781653,0.0000156563,0.00002644737,0.000005802736,0.00001487523,0.00001786562,0.0007347923],"category_scores_gemma":[0.0001286264,0.00002388203,0.00001650804,0.00003868895,0.000003945215,0.00002635607,0.000002060153,0.00001863307,0.00008358869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006537491,"about_ca_system_score_gemma":0.000005241288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004444089,"about_ca_topic_score_gemma":0.000006797632,"domain_scores_codex":[0.9997597,0.0000115662,0.0000792685,0.00004192558,0.00005573295,0.00005179259],"domain_scores_gemma":[0.9998233,0.0000418898,0.00001975403,0.00007815886,0.00001876682,0.000018098],"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":[3.067516e-7,0.00001258686,0.002056522,0.00000326528,0.000001449695,2.020848e-7,0.00004278263,0.000003068977,0.00004089021,0.9888196,0.008623664,0.0003956813],"study_design_scores_gemma":[0.0001570181,0.000006595011,0.008642705,0.000002525602,0.000006192869,0.000007898171,0.00002397205,0.001065559,0.0008545017,0.9562761,0.03287821,0.00007871633],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2501469,0.00001943842,0.1229817,0.0002478785,0.0001881582,0.000122664,9.75905e-7,0.0001389608,0.6261533],"genre_scores_gemma":[0.9384604,7.56185e-7,0.05558295,0.00007840884,0.00001241232,0.000001721053,0.000001448116,0.000004653248,0.00585725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6883135,"threshold_uncertainty_score":0.804546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09434349809676039,"score_gpt":0.3497182601196293,"score_spread":0.2553747620228689,"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."}}