{"id":"W2096765252","doi":"10.1093/geront/gnt116","title":"Symposium: Popular Literature on Aging","year":2013,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001555543,0.0001132411,0.0001269573,0.00003066077,0.0004599211,0.0002868909,0.0002447895,0.00003955288,0.001813065],"category_scores_gemma":[0.00002113199,0.00005997481,0.0000461206,0.00001903146,0.0002382977,0.000165762,0.0000231656,0.0002224747,0.001613616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002523721,"about_ca_system_score_gemma":0.00001381889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582762,"about_ca_topic_score_gemma":0.0009767949,"domain_scores_codex":[0.9992424,0.00005779274,0.0001492546,0.0001432327,0.0001279353,0.0002794072],"domain_scores_gemma":[0.9994535,0.00005468164,0.00005823085,0.0003219005,0.0000557502,0.00005590751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001434114,0.00005269004,0.0006786425,0.00005884019,0.00002126386,0.0000141329,0.08189902,0.000008819442,0.00008799459,0.7606936,0.150642,0.005828664],"study_design_scores_gemma":[0.000285978,0.0002391256,0.002409875,0.0001632494,0.00001920481,0.0000107973,0.005320369,0.00005418755,0.000066817,0.02066224,0.9704862,0.0002819124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6026664,0.00200511,0.000006537055,0.0622424,0.001715177,0.0006310471,0.00001614649,0.0002290463,0.3304881],"genre_scores_gemma":[0.9723673,0.000114559,0.00002276069,0.008323012,0.001028465,0.00006777528,0.00001312632,0.00001031079,0.01805264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8198442,"threshold_uncertainty_score":0.9991637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693121615529385,"score_gpt":0.2785962335878967,"score_spread":0.2216650174326029,"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."}}