{"id":"W7125370784","doi":"10.1075/ml.24002.vin","title":"The impact of walking and visual distraction on lexicality judgements","year":2025,"lang":"en","type":"article","venue":"The Mental Lexicon","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Alberta; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Distraction; Human multitasking; Cognition; Lexical decision task; Task (project management); Cognitive load; Task analysis; Gait; Virtual reality","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":[0.0004341334,0.0004018268,0.0003359407,0.0003474726,0.0001662076,0.0008233437,0.0002615442,0.0003656262,0.002090007],"category_scores_gemma":[0.007066047,0.0001861077,0.0001423417,0.0001616282,0.0003131683,0.0003226351,0.000796303,0.0002732346,0.0002231249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105577,"about_ca_system_score_gemma":0.0001404432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005284316,"about_ca_topic_score_gemma":0.0008314518,"domain_scores_codex":[0.9994248,0.0001497445,0.00007308349,0.0001510439,0.000136419,0.00006495942],"domain_scores_gemma":[0.9965406,0.002127617,0.0006807163,0.0002091937,0.0002106777,0.0002311958],"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":[0.008958819,0.0006173435,0.04899405,0.0007138712,0.0001591439,0.0004810485,0.002899023,0.001046203,0.8875062,0.0003460111,0.0003404232,0.04793786],"study_design_scores_gemma":[0.0002464014,0.005265206,0.895109,0.0001285598,0.0002421239,0.0009153013,0.002260926,0.006949393,0.08581343,0.001353118,0.00160601,0.0001104926],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983582,0.0000736974,0.0009263873,0.000009420294,0.0000103224,0.00001257489,0.00006551863,0.00001632966,0.0005276136],"genre_scores_gemma":[0.9986573,0.00003646627,0.0008773076,0.00001547101,0.000005367911,0.00002041133,0.00007728373,0.00001447732,0.000296005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002090007,"threshold_uncertainty_score":0.006991744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673275877292411,"score_gpt":0.409598575192267,"score_spread":0.3828658164193429,"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."}}