{"id":"W149983939","doi":"","title":"Life expectancy by country","year":2014,"lang":"en","type":"other","venue":"SNHU Academic Archive (Southern New Hampshire University)","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Demography; Sociology; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003705318,0.000908714,0.001237231,0.000858582,0.0007349739,0.000009059729,0.001788041,0.002568147,0.01099061],"category_scores_gemma":[0.0006045891,0.0009734138,0.0002427863,0.0006183365,0.0003500115,0.00009578161,0.0007273661,0.0048734,0.02092361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006349038,"about_ca_system_score_gemma":0.002552171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008468924,"about_ca_topic_score_gemma":0.002856827,"domain_scores_codex":[0.9940533,0.001399547,0.0007571321,0.001275916,0.000784345,0.001729758],"domain_scores_gemma":[0.9947285,0.0007604116,0.001294333,0.001034366,0.00008965649,0.002092713],"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":[0.0001418615,0.0000180122,0.002180033,0.000400634,0.000136908,0.00003224209,0.005180021,5.520643e-7,0.00002446815,0.003876549,0.9875427,0.0004660356],"study_design_scores_gemma":[0.001643402,0.00006261341,0.00004319285,0.002273101,0.0001400602,0.000001913954,0.01106331,0.00001030723,8.175688e-7,0.0006278709,0.9833043,0.0008291639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001838691,0.00428577,0.003647724,0.001897138,0.001926392,0.001897996,0.004337059,0.001549293,0.9802747],"genre_scores_gemma":[0.000236474,0.002425036,0.0007575779,0.005466904,0.003583262,0.000006588124,0.0008464603,0.0009192433,0.9857585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009932999,"threshold_uncertainty_score":0.9992716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993008561468405,"score_gpt":0.318503799487971,"score_spread":0.2985737138732869,"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."}}