{"id":"W4388406681","doi":"10.1177/17456916231204811","title":"Diminished State Space Theory of Human Aging","year":2023,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Deutsche Forschungsgemeinschaft","keywords":"Psychology; Representation (politics); Cognition; Space (punctuation); Cognitive psychology; Cognitive aging; Cognitive science; Function (biology); Computer science; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009029168,0.0001815435,0.0002269779,0.0002667614,0.0005816629,0.00004438522,0.0008504607,0.00004019522,0.0001403691],"category_scores_gemma":[0.0007492478,0.0001200747,0.00009003629,0.002358163,0.004147865,0.0001877027,0.0002092801,0.0002703282,0.0002580693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000364767,"about_ca_system_score_gemma":0.00000795872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003275271,"about_ca_topic_score_gemma":6.548499e-7,"domain_scores_codex":[0.9972479,0.0001785029,0.0002143203,0.00125512,0.0005357655,0.0005684409],"domain_scores_gemma":[0.998919,0.0003341547,0.0001161653,0.0004439526,0.00006385378,0.0001229244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005983818,0.0003685887,0.001520809,0.000001949467,0.000001428847,0.00004789482,0.002487204,0.000005299728,0.9667939,0.02500153,0.000346032,0.003365514],"study_design_scores_gemma":[0.0006461066,0.002025541,0.4647062,0.00003092827,0.000008541315,0.00002092751,0.007346328,0.000009795017,0.4545477,0.07007253,0.0001651992,0.0004201862],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719236,0.00001833855,0.00001470932,0.001953297,0.0004303976,0.000179507,0.000009388352,0.0002675244,0.02520317],"genre_scores_gemma":[0.997619,0.00007983701,0.00003725306,0.00050662,0.00003186757,0.00001630045,1.745852e-7,0.000008062259,0.001700912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5122463,"threshold_uncertainty_score":0.9985623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238676195724831,"score_gpt":0.4739965510627916,"score_spread":0.2501289314903086,"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."}}