{"id":"W4379095321","doi":"10.1111/acel.13890","title":"Geroscience and climate science: Oppositional or complementary?","year":2023,"lang":"en","type":"article","venue":"Aging Cell","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Climate change; Environmental ethics; Humanity; Perception; Public health; Population; Narrative; Global warming; Political science; Development economics; Sociology; Biology; Ecology; Economics; Medicine","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":[0.01129468,0.0007341155,0.00144977,0.002270668,0.004767945,0.01500995,0.001801168,0.008928899,0.01086588],"category_scores_gemma":[0.01943391,0.000404255,0.0008869058,0.002344385,0.05457873,0.02175395,0.01735944,0.01828176,0.001607958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003945204,"about_ca_system_score_gemma":0.005935217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088486,"about_ca_topic_score_gemma":0.005726513,"domain_scores_codex":[0.9900282,0.005964634,0.0004067454,0.00070764,0.001947489,0.0009453803],"domain_scores_gemma":[0.9835654,0.01082223,0.001141264,0.001416541,0.00155035,0.00150411],"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":[0.0001400284,0.000110697,0.001448525,0.0007813445,0.00008095315,0.0005138234,0.01979655,0.0001100667,0.0003417883,0.8737203,0.03501689,0.06793911],"study_design_scores_gemma":[0.00006189725,0.00006331955,0.001411818,0.001694844,0.00005133758,0.000727573,0.03933294,0.0001861717,0.0002101349,0.6071986,0.3490027,0.00005866783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01054456,0.0941325,0.003499236,0.7523336,0.01364351,0.0000232072,0.0000582085,0.00004499574,0.1257201],"genre_scores_gemma":[0.5091316,0.1265455,0.004755327,0.3079078,0.03315466,0.0001766876,0.00007701855,0.0001504636,0.01810096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01500995,"threshold_uncertainty_score":0.05973268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07863070466428176,"score_gpt":0.3519206764155383,"score_spread":0.2732899717512566,"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."}}