{"id":"W4247361335","doi":"10.4095/301297","title":"Age Structure, 2001 - Early Working Years by Census Subdivision (15 - 34 years)","year":2010,"lang":"en","type":"report","venue":"","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Subdivision; Geography; Demography; Genealogy; History; Sociology; Archaeology; Population","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004574586,0.000459069,0.0008261063,0.0008270746,0.000175886,0.00111503,0.001327291,0.001163508,0.002682595],"category_scores_gemma":[0.001619795,0.0003702673,0.0004062997,0.001169914,0.000158213,0.000221457,0.0002629267,0.001375957,0.0003959343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009518531,"about_ca_system_score_gemma":0.0003388736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002765015,"about_ca_topic_score_gemma":0.001406014,"domain_scores_codex":[0.9903896,0.0001767648,0.00142803,0.001335446,0.005957732,0.0007123833],"domain_scores_gemma":[0.9962082,0.0006037137,0.0009364038,0.001217848,0.0007105283,0.0003233223],"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":[0.00002361539,0.00005030691,0.004097789,0.00001064601,0.00005688644,0.0001642851,0.0001804755,0.00003455426,0.0007216186,0.0001574789,0.6987544,0.295748],"study_design_scores_gemma":[0.0003119697,0.00006440433,0.03701802,0.0001088886,0.00007358761,0.00003782989,0.0001688922,0.0007858337,0.00002335484,0.01026483,0.9504533,0.000689136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999458,0.00174302,0.002763821,0.000103471,0.009839104,0.0006380858,0.0007710389,0.0004267963,0.1837689],"genre_scores_gemma":[0.9278617,0.001175194,0.002697647,0.0001609449,0.0007510221,0.000009691797,0.0006391768,0.0001171625,0.06658748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2950589,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750131773217172,"score_gpt":0.3925854627684688,"score_spread":0.2175722854467516,"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."}}