{"id":"W155118278","doi":"10.1016/j.cogsys.2005.05.002","title":"","year":2005,"lang":"en","type":"article","venue":"Cognitive Systems Research","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005090212,0.0003368674,0.0004438028,0.0007491375,0.00175398,0.0005225542,0.000965681,0.0001859275,0.0001115764],"category_scores_gemma":[0.01333756,0.0002897882,0.0001236217,0.001955384,0.0007146566,0.001144776,0.0005102163,0.001422191,0.0018328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732802,"about_ca_system_score_gemma":0.0001462332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003233964,"about_ca_topic_score_gemma":0.00002073627,"domain_scores_codex":[0.9866787,0.006386598,0.0006527557,0.001550199,0.002775126,0.001956652],"domain_scores_gemma":[0.9905502,0.007135753,0.000121717,0.0005571456,0.0009526276,0.0006825911],"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":[0.0003871651,0.0002344012,0.0001113481,0.0000793857,0.000005771058,0.0003189955,0.0009104759,0.00002980327,0.976774,0.007400207,0.0001521343,0.0135963],"study_design_scores_gemma":[0.001476951,0.0006620296,0.0002404607,0.0002969896,0.000004998932,0.0003644041,0.002953188,0.002663271,0.9892322,0.0005143106,0.001253513,0.0003376881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841306,0.0002783301,0.0009090716,0.001156038,0.0004876514,0.002575262,0.00005585021,0.0002637692,0.0101434],"genre_scores_gemma":[0.9927906,0.00008191541,0.0000176217,0.0006906728,0.001124087,0.0008912279,0.000003033149,0.00005604862,0.004344811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325861,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5492937920249916,"score_gpt":0.5038071346569903,"score_spread":0.04548665736800128,"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."}}