{"id":"W2298043724","doi":"10.3917/popu.p2001.13n1.0040","title":"Principles of Biodemography with special reference to Human Longevity","year":2001,"lang":"en","type":"article","venue":"Population","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longevity; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004082642,0.000649376,0.000585351,0.002055411,0.001997332,0.003830653,0.001010909,0.002627703,0.005639715],"category_scores_gemma":[0.005395744,0.0003210222,0.0005036605,0.001146791,0.01719514,0.004551071,0.002560653,0.005312522,0.002988748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327875,"about_ca_system_score_gemma":0.001970049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836144,"about_ca_topic_score_gemma":0.004725296,"domain_scores_codex":[0.9980579,0.0007081559,0.0002159095,0.0003779229,0.0005421902,0.00009786769],"domain_scores_gemma":[0.9972854,0.001065917,0.0003040343,0.0003181279,0.000830052,0.0001965685],"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":[0.000006161411,0.000008637634,0.0002546022,0.00009741891,0.000006549643,0.00004810368,0.001025941,0.0003116709,0.0001177604,0.9551938,0.02320354,0.01972596],"study_design_scores_gemma":[0.000004372356,0.00002261149,0.0007943217,0.0001747236,0.000005387289,0.0001752697,0.0002427798,0.00018918,0.0001041358,0.4188805,0.5793866,0.00002007788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007378072,0.1435235,0.135777,0.1710861,0.02184854,0.0003817027,0.0008430311,0.0003760867,0.5187859],"genre_scores_gemma":[0.3655111,0.1278508,0.1422817,0.05570465,0.03136644,0.001696858,0.0007348162,0.0004327443,0.2744208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005639715,"threshold_uncertainty_score":0.02159131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962343125755569,"score_gpt":0.2670332616724735,"score_spread":0.2374098304149179,"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."}}