{"id":"W7100328074","doi":"","title":"Three Data Sources","year":2004,"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":[0.00009024183,0.00003243972,0.00004133437,0.00001359297,0.00003537113,0.00001251756,0.0001095939,0.0000175462,0.0002638648],"category_scores_gemma":[0.00008061156,0.00002500153,0.000008245774,0.00003695093,0.000007181112,0.00009594789,0.00004513796,0.00002128922,0.00008576769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007664889,"about_ca_system_score_gemma":0.000009072104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000078343,"about_ca_topic_score_gemma":0.0006419849,"domain_scores_codex":[0.9997087,0.00000199992,0.00008572089,0.0000752131,0.00007644236,0.00005198341],"domain_scores_gemma":[0.9995784,0.00003011629,0.00002573882,0.0003356531,0.00001313865,0.0000169853],"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":[0.00000176431,0.00003941174,0.006042849,0.00001398824,0.00000617635,7.040938e-7,0.0001176431,0.0001142288,0.00002474661,0.9832166,0.00530478,0.005117054],"study_design_scores_gemma":[0.0002237742,0.000006693296,0.01443199,0.000008453185,0.000009597797,0.000003979223,0.00001510421,0.003092368,0.0001198239,0.9774244,0.004600164,0.00006363244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3811638,0.00002215756,0.601874,0.0016253,0.0000846311,0.0001097887,0.00001088406,0.0001728768,0.0149366],"genre_scores_gemma":[0.8740157,9.935801e-7,0.1255683,0.00008026043,0.00006826291,8.768614e-7,0.00004934708,0.000006221683,0.0002100706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4928519,"threshold_uncertainty_score":0.2889135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949574825016969,"score_gpt":0.3732075438955433,"score_spread":0.1782500613938464,"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."}}