{"id":"W4284973599","doi":"10.1186/s40359-022-00877-7","title":"Mechanisms of processing speed training and transfer effects across the adult lifespan: protocol of a multi-site cognitive training study","year":2022,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Economic and Social Research Council; Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft; UK Research and Innovation","keywords":"Training (meteorology); Psychology; Transfer of training; Cognition; Protocol (science); Cognitive psychology; Psychological research; Cognitive training; Applied psychology; Neuroscience; Social psychology; Medicine","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":[0.001514394,0.00027762,0.000602407,0.0001194232,0.0004095441,0.00001775983,0.0002640256,0.00009603296,0.000255323],"category_scores_gemma":[0.0004437496,0.0002309507,0.0001250787,0.0004307922,0.000420222,0.00006279092,0.000134412,0.0005129472,0.000002811748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015205,"about_ca_system_score_gemma":0.00007549169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001061948,"about_ca_topic_score_gemma":0.0001715468,"domain_scores_codex":[0.9965572,0.001247171,0.0006709207,0.0006935657,0.0002669466,0.0005642294],"domain_scores_gemma":[0.9976525,0.001491571,0.0002731034,0.0002887689,0.0002220958,0.00007190275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00325459,0.003247184,0.06025146,0.0005143524,0.0003501737,0.00007706126,0.7183868,0.00001277105,0.01104827,0.001095354,0.00001373605,0.2017482],"study_design_scores_gemma":[0.02615035,0.008253143,0.4025634,0.0002493933,0.0002252551,0.0003397541,0.5592911,0.000560295,0.000575965,0.001173447,0.00009706949,0.000520863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949215,0.00004763215,0.008714984,0.00006393035,0.0002439155,0.04038816,0.00009560373,0.00005867836,0.001172128],"genre_scores_gemma":[0.9585282,1.926938e-7,0.0004316554,0.000465947,0.00004815828,0.04038854,0.000005444563,0.00005024801,0.00008156277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3423119,"threshold_uncertainty_score":0.9417897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111988426617528,"score_gpt":0.4179301336285356,"score_spread":0.3059417070110076,"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."}}