{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713368,0.000764868,0.0007557195,0.003866543,0.003791628,0.007689092,0.001154628,0.003202986,0.06025445],"category_scores_gemma":[0.006788099,0.0002462758,0.0005670635,0.00446574,0.002519824,0.006524486,0.003119296,0.003745275,0.02054538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003506844,"about_ca_system_score_gemma":0.002850763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036425,"about_ca_topic_score_gemma":0.004316669,"domain_scores_codex":[0.9990076,0.0003684764,0.00006174542,0.0001578271,0.0002924851,0.0001119256],"domain_scores_gemma":[0.9966077,0.001353469,0.0003095502,0.0002261554,0.0008795974,0.0006235057],"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":[0.0000138845,0.00001315077,0.0001006918,0.0003759357,0.000005367053,0.00007718764,0.002094185,0.000006689911,0.0001109594,0.01186494,0.9612308,0.02410628],"study_design_scores_gemma":[0.000001594048,0.000006190935,0.0003677753,0.0006974797,0.000003713168,0.00007005178,0.0008414491,0.000006006695,0.00001905719,0.0007414811,0.9972427,0.000002519771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002523329,0.4096616,0.0004609792,0.2012957,0.2109456,0.00006292512,0.000580735,0.0001918459,0.1742773],"genre_scores_gemma":[0.04617884,0.2610538,0.0005831787,0.1001131,0.2187907,0.0002109921,0.0008086593,0.0003930424,0.3718676],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06025445,"threshold_uncertainty_score":0.2015712,"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."}}