{"id":"W3097367461","doi":"10.1027/2151-2604/a000424","title":"Learning From (Test) Experience","year":2020,"lang":"en","type":"article","venue":"Zeitschrift für Psychologie","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Metamemory; Metacognition; Psychology; Memory test; Cognitive psychology; Test (biology); Recognition memory; Cognition; Neuroscience","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008343351,0.0002041789,0.0002080174,0.00003015663,0.0002297188,0.0001287077,0.0008144035,0.0001028802,0.001753803],"category_scores_gemma":[0.00489193,0.0001709845,0.00006761944,0.0004226085,0.0001919071,0.000416431,0.0001369692,0.0004290309,0.001871129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001942581,"about_ca_system_score_gemma":0.00002974011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402807,"about_ca_topic_score_gemma":2.768876e-7,"domain_scores_codex":[0.9979891,0.00009515811,0.0002845064,0.0009040833,0.0003156766,0.000411501],"domain_scores_gemma":[0.9988174,0.0004882711,0.0001268779,0.0003141463,0.00002968183,0.0002236054],"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":[0.00007174903,0.00009204818,0.01509423,0.00001549299,0.000003308254,0.0001103204,0.004129657,0.0002654149,0.95543,0.000906989,0.002976976,0.0209038],"study_design_scores_gemma":[0.0007325941,0.0008091798,0.006107538,0.00003031237,0.000008509909,0.00001260118,0.001393733,0.002155462,0.6261929,0.0002999457,0.3616892,0.0005681012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267323,0.0002383399,0.001010079,0.003930124,0.0004850152,0.0001650878,0.00001047754,0.0006056926,0.06682289],"genre_scores_gemma":[0.9826765,0.0002424671,0.0004430942,0.01609456,0.0002453896,0.0000252523,0.000002308086,0.0000211724,0.000249224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3587122,"threshold_uncertainty_score":0.9991587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313437760682802,"score_gpt":0.3680620269205527,"score_spread":0.2367182508522726,"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."}}