{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008750098,0.001043461,0.001633015,0.01916091,0.002763015,0.005735607,0.003688564,0.00212718,0.1138289],"category_scores_gemma":[0.04988981,0.0009759347,0.00087897,0.03332228,0.0007751465,0.001558807,0.005384067,0.002286649,0.06729949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01232291,"about_ca_system_score_gemma":0.04611855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2819253,"about_ca_topic_score_gemma":0.2785065,"domain_scores_codex":[0.9762547,0.002224233,0.003917221,0.001942832,0.01364241,0.002018691],"domain_scores_gemma":[0.923423,0.008281955,0.006226064,0.008093483,0.05134044,0.00263502],"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":[0.0008534292,0.0003818686,0.0373649,0.002882016,0.000179522,0.0004927157,0.003682241,0.001059035,0.001021198,0.02180484,0.7672086,0.1630697],"study_design_scores_gemma":[0.000193371,0.00004041335,0.02126506,0.001303642,0.0001148977,0.0001493453,0.001951298,0.0005417761,0.001549274,0.002243327,0.9705076,0.0001399577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.009792717,0.0006107926,0.008790747,0.002494118,0.0003553892,0.005004424,0.8875408,0.001060007,0.08435095],"genre_scores_gemma":[0.05433754,0.001463971,0.028131,0.002609214,0.0002246194,0.01443765,0.7997261,0.001181376,0.09788857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2819253,"threshold_uncertainty_score":0.5605687,"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."}}