{"id":"W4251940336","doi":"10.4095/301507","title":"Sex Composition (female) 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; Sociology; Population; Arithmetic; Mathematics; Art","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"],"consensus_categories":[],"category_scores_codex":[0.001443732,0.0003731886,0.0005722224,0.0002633557,0.0004924777,0.0005685145,0.0006617247,0.001100759,0.0009079808],"category_scores_gemma":[0.00003978865,0.0003694591,0.0002850362,0.000562639,0.0004439754,0.0001745693,0.000146154,0.001000508,0.00007492625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216758,"about_ca_system_score_gemma":0.0002881193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04860475,"about_ca_topic_score_gemma":0.0109614,"domain_scores_codex":[0.9955845,0.0002630267,0.0005337473,0.000800303,0.002084703,0.0007337597],"domain_scores_gemma":[0.998638,0.0001435551,0.0004087787,0.0003608697,0.0001293312,0.0003194414],"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":[0.000006821156,0.0001586233,0.02103236,0.0000244932,0.0001274335,0.00006719469,0.003249912,4.311452e-7,0.0002206803,0.0003333827,0.7263443,0.2484344],"study_design_scores_gemma":[0.0001961733,0.00005654469,0.04934931,0.0001357759,0.00007248711,0.000002475438,0.0007969259,0.000001195182,0.00001512215,0.0004852194,0.9482871,0.0006016353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2270809,0.003682384,0.0001349713,0.0003154248,0.004287416,0.0006143444,0.0007263312,0.0005574453,0.7626008],"genre_scores_gemma":[0.8595204,0.002853218,0.0003235682,0.0001005723,0.0007069376,0.00002276181,0.0009860046,0.00005632297,0.1354302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6324396,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415553221865189,"score_gpt":0.3270383797247184,"score_spread":0.2728828475060665,"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."}}