{"id":"W2735995517","doi":"10.11575/prism/27193","title":"On the Malleability of Human Cognition: Working Memory Training and Transfer","year":2017,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates","keywords":"Malleability; Cognition; Working memory training; Working memory; Cognitive psychology; Psychology; Cognitive science; Computer science; Neuroscience; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003588347,0.0001600102,0.0003509589,0.00009212727,0.000452781,0.00001045201,0.0002534213,0.0002160031,0.002277619],"category_scores_gemma":[0.00009824983,0.0001640478,0.0001566757,0.00004071857,0.0003567973,0.00004848628,0.00002218286,0.0003818093,0.000004940634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001536801,"about_ca_system_score_gemma":0.00004229628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007681115,"about_ca_topic_score_gemma":0.0002395966,"domain_scores_codex":[0.9990514,0.0001395427,0.0001621948,0.0003137327,0.000170514,0.0001626439],"domain_scores_gemma":[0.9987096,0.0006211458,0.0002020461,0.0003152045,0.000108121,0.00004391282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004295672,0.0001934957,0.0007129638,0.0003326658,0.000358896,0.00004198207,0.08219221,2.932907e-8,0.0004650025,0.02023804,0.0002603575,0.8947748],"study_design_scores_gemma":[0.005588505,0.00149397,0.7802351,0.003912907,0.001783532,0.00001623584,0.152783,0.0002007295,0.000706067,0.04890935,0.003091879,0.001278682],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6503872,0.0001246531,0.000255362,0.00009075311,0.0001224869,0.000230988,0.000002019691,0.00001435986,0.3487722],"genre_scores_gemma":[0.989962,0.00001499193,0.0001113019,0.00002082268,0.0000194136,0.000001444688,0.00007437038,0.0000153527,0.009780325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8934961,"threshold_uncertainty_score":0.9986345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05690374182040093,"score_gpt":0.2736446886216998,"score_spread":0.2167409468012989,"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."}}