{"id":"W3097683252","doi":"10.1002/ajmg.a.61946","title":"Continuing contributions of older academics","year":2020,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Human capital; Engineering ethics; Public relations; Capital (architecture); Political science; Sociology; Psychology; Economic growth; Engineering; Economics; History","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01794956,0.0008692875,0.001525148,0.003572139,0.01202453,0.009627312,0.001662083,0.004988656,0.02266696],"category_scores_gemma":[0.04863205,0.0003658449,0.001014421,0.00174115,0.004758561,0.006437059,0.01502315,0.00906031,0.006567998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004053784,"about_ca_system_score_gemma":0.01659256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215354,"about_ca_topic_score_gemma":0.01264524,"domain_scores_codex":[0.9900241,0.002941548,0.0004599705,0.0007364755,0.003431247,0.002406717],"domain_scores_gemma":[0.9201357,0.004231122,0.002088142,0.001753134,0.0130209,0.05877092],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001644067,0.0003272578,0.02255555,0.0005232377,0.0001190097,0.001611131,0.03888686,0.00008434833,0.0006348711,0.01862048,0.6312377,0.2852351],"study_design_scores_gemma":[0.00004437593,0.0002150234,0.01524967,0.0009954136,0.000060042,0.00165863,0.03473063,0.00006919602,0.0001287804,0.01746668,0.9293141,0.00006741529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07022364,0.08384711,0.0008850165,0.706643,0.07373925,0.00005776247,0.0002625311,0.0001793499,0.0641624],"genre_scores_gemma":[0.4426005,0.1021629,0.003760517,0.2372949,0.09705944,0.0001468752,0.0005027129,0.0002975404,0.1161746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9820504,"threshold_uncertainty_score":0.09492749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04319469985444998,"score_gpt":0.407808046304694,"score_spread":0.364613346450244,"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."}}