{"id":"W4392780035","doi":"10.1093/9780191943881.003.0002","title":"Population Characteristics","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Osteology; Life expectancy; Geography; Population; Fertility; Ideal (ethics); History; Demography; Archaeology; Genealogy; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002636824,0.0002636442,0.000240577,0.001642826,0.000491972,0.00056563,0.0003873723,0.0002370431,0.08462135],"category_scores_gemma":[0.001083774,0.0001014112,0.0001730615,0.002060341,0.0001407945,0.000364343,0.0003502061,0.0003125449,0.01520954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006665403,"about_ca_system_score_gemma":0.0006537791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008457394,"about_ca_topic_score_gemma":0.01713625,"domain_scores_codex":[0.9996532,0.0000558863,0.00001749182,0.00006514339,0.0001665616,0.00004163487],"domain_scores_gemma":[0.9996984,0.00007022843,0.00004084845,0.00002231758,0.0001428066,0.00002538775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000137967,0.0002357792,0.2043522,0.0007815895,0.00007954418,0.0006127019,0.005118652,0.002931191,0.002134703,0.04419618,0.2891171,0.4503025],"study_design_scores_gemma":[0.000008416815,0.00009678317,0.2868343,0.0001991546,0.00001443023,0.0006903216,0.002021357,0.0007894781,0.0004643754,0.003706602,0.7051536,0.00002112261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1844825,0.005460392,0.008472143,0.002206291,0.0004202585,0.000949604,0.1077591,0.0003996596,0.68985],"genre_scores_gemma":[0.4009317,0.006543959,0.007743922,0.0007359483,0.0002513251,0.001617199,0.08315588,0.0001952948,0.4988248],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08462135,"threshold_uncertainty_score":0.2830867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467473547045754,"score_gpt":0.2236503538878536,"score_spread":0.188975618417396,"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."}}