{"id":"W4242675069","doi":"10.4095/301497","title":"Sex Composition (male) by Age, 2006 - Early Working Years by Census Division (15 - 34 years old)","year":2010,"lang":"en","type":"report","venue":"","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Division (mathematics); Composition (language); Demography; Geography; Genealogy; History; Sociology; Arithmetic; Mathematics; Population; Philosophy; Linguistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001347355,0.0003612838,0.0005452149,0.0002542096,0.0004859585,0.0005587574,0.0006492401,0.001077926,0.001337683],"category_scores_gemma":[0.00003707793,0.0003584965,0.0002738779,0.0005412697,0.0004324436,0.0001716829,0.0001411773,0.0009865047,0.00007927591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200962,"about_ca_system_score_gemma":0.0003214047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06373893,"about_ca_topic_score_gemma":0.01431046,"domain_scores_codex":[0.9957333,0.0002524258,0.0005113562,0.0007700112,0.002017379,0.0007155532],"domain_scores_gemma":[0.9986899,0.0001351128,0.0003970054,0.0003435281,0.0001238232,0.0003105911],"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":[0.000004802616,0.0001099654,0.01266245,0.00001544654,0.00008756365,0.00007084734,0.001781216,2.884116e-7,0.0001721978,0.000196473,0.7961125,0.1887863],"study_design_scores_gemma":[0.0001832779,0.0000510369,0.03619596,0.000117161,0.00006583057,0.000005419259,0.0005401864,0.000001239785,0.00001120798,0.0004263439,0.961848,0.0005543957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1699422,0.003104354,0.000109629,0.0003709245,0.003744932,0.0005195843,0.0006609425,0.0004389877,0.8211085],"genre_scores_gemma":[0.8064232,0.002784285,0.00030316,0.00009606337,0.0006655499,0.00002073972,0.0009605388,0.00005160451,0.1886949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.636481,"threshold_uncertainty_score":0.9998867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874692998382138,"score_gpt":0.3207836031080417,"score_spread":0.2720366731242203,"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."}}