{"id":"W1708105543","doi":"10.7490/f1000research.1098277.1","title":"A guess today may be a strategic error tomorrow: Predicting intra-individual differences in visual working memory","year":2015,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Open peer review; Plant biology; Neuroscience; Physiology; Cognitive psychology; Computer science; Psychology; Medicine; Cognitive science; 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":[0.001265862,0.000371266,0.0003394599,0.0005843173,0.0004660159,0.001977487,0.0005844317,0.001019959,0.004308583],"category_scores_gemma":[0.01296083,0.0003761646,0.0002934487,0.000486333,0.0005797388,0.001338751,0.0006758699,0.001013671,0.001093188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002390533,"about_ca_system_score_gemma":0.0002384092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003023283,"about_ca_topic_score_gemma":0.00597463,"domain_scores_codex":[0.9996556,0.00006882782,0.00004844323,0.00009197628,0.00008010135,0.00005496949],"domain_scores_gemma":[0.9860877,0.007517457,0.002884864,0.001616257,0.0007117816,0.001181948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002258593,0.0009035588,0.9721009,0.00003083118,0.000252891,0.0001223046,0.002218999,0.0009036299,0.006145987,0.0003025846,0.0005092908,0.01425047],"study_design_scores_gemma":[0.0000269848,0.0004186312,0.9933162,0.00001027456,0.00007430149,0.0001783254,0.001098388,0.002265169,0.001197962,0.001036739,0.0003532668,0.00002387326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992309,0.00002384457,0.0001180518,0.00003251466,0.000007891124,0.000004548836,0.00004097621,0.000003330457,0.0005380494],"genre_scores_gemma":[0.9992208,0.00002540506,0.0001958912,0.00002773259,0.000007921091,0.00000593393,0.00008858288,0.00000655856,0.0004211755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004308583,"threshold_uncertainty_score":0.01441365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823999528130355,"score_gpt":0.4009374242835017,"score_spread":0.2185374714704662,"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."}}