{"id":"W2805606483","doi":"10.3758/s13423-018-1477-y","title":"Task preparation as a mnemonic: The benefits of drawing (and not drawing)","year":2018,"lang":"en","type":"article","venue":"Psychonomic Bulletin & Review","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mnemonic; Psychology; Cognitive psychology; Task (project management); Stimulus (psychology); Cognition; Working memory","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008290515,0.000149566,0.0002754015,0.00004392111,0.0001879491,0.00003807795,0.0003172971,0.00004922519,0.003371897],"category_scores_gemma":[0.0002094468,0.0001135129,0.00008442212,0.0001852064,0.0003575731,0.00003813742,0.00005035505,0.0001293693,0.001893201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842308,"about_ca_system_score_gemma":0.00003918343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008310862,"about_ca_topic_score_gemma":0.000008124279,"domain_scores_codex":[0.9985779,0.0002169142,0.0004357748,0.0004346127,0.0001226751,0.0002121481],"domain_scores_gemma":[0.998655,0.0002658578,0.0002895396,0.0006561583,0.00006552644,0.0000678823],"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":[0.0003128858,0.0006272561,0.002597015,0.0009260582,0.0001030489,0.000001425244,0.01356617,0.000002800997,0.004225119,0.03447239,0.5856891,0.3574767],"study_design_scores_gemma":[0.0002461516,0.0001869019,0.01297922,0.000762223,0.00005529909,0.00006328267,0.000120032,0.000005130354,0.0003269344,0.00008311077,0.985023,0.0001487543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.804065,0.06055463,0.00007979134,0.05253676,0.003229384,0.001501741,0.00001442016,0.0000705349,0.07794766],"genre_scores_gemma":[0.9625754,0.02014599,0.0001785081,0.01193111,0.0003208078,0.0001339428,0.000002796309,0.00002120204,0.004690286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993339,"threshold_uncertainty_score":0.998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982729215075732,"score_gpt":0.3731544704633014,"score_spread":0.3333271783125441,"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."}}