{"id":"W3157645658","doi":"10.1038/s41422-021-00508-7","title":"To learn something new, do something new","year":2021,"lang":"en","type":"letter","venue":"Cell Research","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canadian Institute for Advanced Research; SickKids Foundation; Hospital for Sick Children","funders":"National Institute of Mental Health","keywords":"Biology; Computational biology; Evolutionary 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":[0.002162929,0.0008933294,0.001134797,0.0006904642,0.003548319,0.004959858,0.001457057,0.0388406,0.01729232],"category_scores_gemma":[0.01359815,0.000632301,0.0009211435,0.0004493972,0.003321375,0.002729511,0.001376814,0.03418481,0.01559887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900098,"about_ca_system_score_gemma":0.002824061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561223,"about_ca_topic_score_gemma":0.01140745,"domain_scores_codex":[0.9985655,0.0003112354,0.0001147633,0.0002142364,0.0005635111,0.0002307936],"domain_scores_gemma":[0.9947351,0.003172897,0.0001949206,0.0002001166,0.0006847927,0.001012167],"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":[0.00004345839,0.00003214374,0.0001891021,0.00002597186,0.000008555318,0.0005451265,0.00003865874,0.00002610583,0.00008357107,0.002995748,0.9865947,0.009416799],"study_design_scores_gemma":[0.0001366457,0.00006895173,0.0008255594,0.0001551216,0.00002356366,0.001210156,0.0002318493,0.0006034017,0.0002150895,0.02681194,0.9696769,0.00004069596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002670498,0.001109861,0.0002755605,0.9286506,0.05911629,0.00002749308,0.00006181982,0.00007829183,0.01041306],"genre_scores_gemma":[0.00281327,0.001271257,0.0003240797,0.8851914,0.07694859,0.00006318062,0.0000356573,0.00004177625,0.03331073],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0388406,"threshold_uncertainty_score":0.05784857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4494923159662836,"score_gpt":0.4464714653483451,"score_spread":0.003020850617938553,"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."}}