{"id":"W2941838661","doi":"10.3389/fpsyg.2019.00858","title":"Congruency Encoding Effects on Recognition Memory: A Stage-Specific Account of Desirable Difficulty","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Psychology; Cognition; Cognitive psychology; Encoding (memory); Task (project management); Categorization; Priming (agriculture); Control (management); Adaptive memory; Computer science; Neuroscience; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0002877572,0.0001669775,0.000339678,0.0002696928,0.00005086524,0.0000218926,0.0003602969,0.0001409767,0.0002961657],"category_scores_gemma":[0.0002295799,0.0001482214,0.00005342566,0.0004457308,0.0001225901,0.0002325296,0.00002587926,0.0002520154,0.0001833669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004379966,"about_ca_system_score_gemma":0.00002435515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001054779,"about_ca_topic_score_gemma":0.000001924453,"domain_scores_codex":[0.9982936,0.0001876635,0.0003363806,0.0006205449,0.0002141121,0.0003477346],"domain_scores_gemma":[0.9991385,0.0001921622,0.0002079162,0.0003713661,0.00003940479,0.00005069493],"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":[0.0009115822,0.0004310586,0.0246697,0.0003943871,0.00001294328,0.00006179936,0.0007575593,0.00009669154,0.7869325,0.0004616105,0.01460501,0.1706652],"study_design_scores_gemma":[0.004620241,0.001791778,0.01866451,0.0004464655,0.00001390553,0.00002443767,0.0008003971,0.0004672565,0.9353298,0.01548036,0.02167452,0.0006863455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672595,0.0002811216,0.0009138245,0.0001138467,0.004365371,0.0004989827,0.00001434305,0.00003749507,0.02651547],"genre_scores_gemma":[0.9962903,0.0006565796,0.001216653,0.001405999,0.00005931982,0.00003733948,0.000004030021,0.00001778768,0.0003119403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1699788,"threshold_uncertainty_score":0.6044295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04904049802245349,"score_gpt":0.3038141489789335,"score_spread":0.25477365095648,"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."}}