{"id":"W2945025174","doi":"10.1080/10447318.2019.1687235","title":"Investigation of an EEG-based Indicator of Skill Acquisition as Novice Participants Practice a Lifeboat Maneuvering Task in a Simulator","year":2019,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Research and Development Corporation of Newfoundland and Labrador","keywords":"Task (project management); Dreyfus model of skill acquisition; Electroencephalography; Driving simulator; Simulation; Computer science; Human–computer interaction; Psychology; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009411228,0.0002055071,0.0004023929,0.001185654,0.00003537085,0.00007120996,0.0004585804,0.0001471073,0.002256514],"category_scores_gemma":[0.0001260592,0.0002105699,0.0001969879,0.0001921857,0.00006109248,0.001826647,0.00005098625,0.0004724344,0.0001950705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266066,"about_ca_system_score_gemma":0.000120602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002323468,"about_ca_topic_score_gemma":0.0000275748,"domain_scores_codex":[0.9965551,0.0004745504,0.001675104,0.00029396,0.0007982041,0.0002031089],"domain_scores_gemma":[0.995341,0.0005143,0.002641614,0.0002585219,0.001117396,0.0001271744],"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":[0.02329434,0.00993599,0.1678318,0.0005466658,0.004529797,0.0009105458,0.1495787,0.1799389,0.4017965,0.02089325,0.003944628,0.03679887],"study_design_scores_gemma":[0.01784057,0.006233598,0.6802891,0.002720973,0.000328958,0.001242933,0.01367729,0.1986954,0.07058018,0.001408433,0.005906012,0.001076601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894408,0.00001537914,0.005026624,0.0004859968,0.003290602,0.0002435634,0.00001272088,0.00002630329,0.001457989],"genre_scores_gemma":[0.9977557,0.000002097227,0.0008438875,0.0008385751,0.0004095591,0.000009538102,0.00004340234,0.00002672504,0.00007050092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5124573,"threshold_uncertainty_score":0.9986556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980859101380968,"score_gpt":0.3965236398518711,"score_spread":0.3667150488380614,"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."}}