{"id":"W2338564208","doi":"10.1037/cep0000093","title":"A preliminary investigation into the neural basis of the production effect.","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"Optimal distinctiveness theory; Psychology; Electroencephalography; Cognitive psychology; Encoding (memory); Reading (process); Event-related potential; Language production; Syllabic verse; Reading aloud; Communication; Cognition; Speech recognition; Computer science; Neuroscience; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003178198,0.0001849236,0.0001066507,0.0001188027,0.0001196443,0.0002675165,0.0002153944,0.0003325206,0.004578682],"category_scores_gemma":[0.002520978,0.00006972587,0.0001406097,0.00009949417,0.0002867286,0.0004476976,0.000207296,0.0004803989,0.0003536887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131539,"about_ca_system_score_gemma":0.0001573078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798802,"about_ca_topic_score_gemma":0.0005907867,"domain_scores_codex":[0.9999008,0.00002118145,0.00001141615,0.00003182674,0.0000256256,0.000009071779],"domain_scores_gemma":[0.9986298,0.001002542,0.00007873389,0.0001100218,0.000125292,0.00005370552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001383286,0.0003287255,0.01491839,0.0004927657,0.00002774112,0.001437406,0.0004596434,0.000136911,0.9093484,0.001444961,0.0003563456,0.06966547],"study_design_scores_gemma":[0.0002105901,0.008647858,0.596803,0.00006564738,0.0001673416,0.009259796,0.0007640462,0.004157528,0.36215,0.008685088,0.009064183,0.00002498342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590029,0.001462844,0.02356124,0.0006960069,0.00007889082,0.0003861771,0.0005398948,0.0001026867,0.01416946],"genre_scores_gemma":[0.9888358,0.0004485449,0.008108165,0.0002339727,0.00004102709,0.0001077175,0.0002324441,0.00001723183,0.001975155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004578682,"threshold_uncertainty_score":0.0153172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08517665902629068,"score_gpt":0.3371994428968265,"score_spread":0.2520227838705358,"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."}}