{"id":"W4294837406","doi":"10.31234/osf.io/857he","title":"Neural evidence of switch processes during semantic and phonetic foraging in human memory","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; Indiana Clinical and Translational Sciences Institute; Eli Lilly and Company; Lilly Endowment; Indiana University Bloomington; John Templeton Foundation; National Science Foundation","keywords":"Foraging; Computer science; Semantic memory; Cognitive psychology; Functional magnetic resonance imaging; Cluster analysis; Cognition; Process (computing); Artificial intelligence; Psychology; Neuroscience; Biology","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":[0.0003001931,0.0001226307,0.0001181529,0.0003327391,0.0001674058,0.0005037102,0.0001714219,0.0004856895,0.001710719],"category_scores_gemma":[0.00220381,0.0002123971,0.0001003444,0.0001629114,0.0006860681,0.0005052766,0.0003522597,0.0002556315,0.0001895615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231252,"about_ca_system_score_gemma":0.0001368169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009924102,"about_ca_topic_score_gemma":0.001498571,"domain_scores_codex":[0.9998996,0.00001572802,0.000006349177,0.00003417967,0.00003020274,0.00001394057],"domain_scores_gemma":[0.9994266,0.0002178024,0.000159176,0.00008028533,0.00005210464,0.00006412819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005029929,0.0004685584,0.3008359,0.0003953843,0.0002813398,0.001085135,0.007846873,0.00169571,0.5349226,0.002245767,0.0009288417,0.144264],"study_design_scores_gemma":[0.00007290956,0.0005219202,0.9818955,0.00001143406,0.00003767062,0.001102007,0.0007108032,0.001356993,0.01052226,0.003342568,0.0004021967,0.00002381795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986145,0.00008083718,0.000601489,0.00002386006,0.000001743798,0.000003693522,0.00002251106,0.000005822164,0.000645466],"genre_scores_gemma":[0.9992417,0.00004191216,0.0004668254,0.0000184138,0.000002365036,0.000005184389,0.00004017938,0.00000256503,0.0001809959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001710719,"threshold_uncertainty_score":0.00572288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279771697289132,"score_gpt":0.3499004749101496,"score_spread":0.2219233051812364,"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."}}