{"id":"W7095944040","doi":"","title":"150 PUBLICATIONS\\t\\t\\t7,450\\tCITATIONS SEE PROFILE","year":2016,"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":"Key (lock); Productivity; Statistical analysis; Table (database)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001917645,0.00008748218,0.00009390515,0.000106281,0.000123873,0.00003410946,0.00009641747,0.00005408753,0.007373339],"category_scores_gemma":[0.0006780805,0.0000560423,0.00004675826,0.000215034,0.00002789317,0.0003164066,0.00002155969,0.00003455644,0.001417349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004565348,"about_ca_system_score_gemma":0.0000384843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001094861,"about_ca_topic_score_gemma":0.00004590321,"domain_scores_codex":[0.9992087,0.00003195346,0.0002775574,0.0001562064,0.0001749324,0.0001506281],"domain_scores_gemma":[0.9989346,0.0003524447,0.0001057056,0.0003208654,0.0002191043,0.00006730633],"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":[0.000002017949,0.00005935468,0.003633468,0.00001241645,0.000008992634,9.895973e-8,0.00011656,9.716573e-7,0.0006865524,0.8774974,0.1068107,0.01117145],"study_design_scores_gemma":[0.001019884,0.0000475274,0.1024746,0.00006489715,0.00004831544,0.00001391891,0.0001138415,0.002780035,0.002027778,0.7437981,0.1471706,0.0004404887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1077865,0.00001974632,0.5256993,0.02766109,0.0003467701,0.0009595021,0.00009816799,0.00110807,0.3363209],"genre_scores_gemma":[0.81899,0.000004407372,0.09363285,0.0001362052,0.0001085174,0.0001092487,0.00004697287,0.00002291544,0.08694889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7112035,"threshold_uncertainty_score":0.9993601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09495355580823944,"score_gpt":0.3576866903827892,"score_spread":0.2627331345745497,"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."}}