{"id":"W4384153532","doi":"10.3389/fvets.2023.1198134","title":"Survey of electroencephalography usage and techniques for dogs","year":2023,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian College of Osteopathy; Université de Montréal; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electroencephalography; Psychology; Medicine; Neuroscience; Audiology","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":[0.0006852889,0.00006584246,0.000103089,0.0002820499,0.00007519611,0.00001297835,0.0001800495,0.00003039252,8.11797e-7],"category_scores_gemma":[0.0001774215,0.00006424443,0.00002334204,0.0006137203,0.0004965039,0.00001196216,0.0001318665,0.00003285755,2.914329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008483704,"about_ca_system_score_gemma":0.00003542119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003631587,"about_ca_topic_score_gemma":0.00001780417,"domain_scores_codex":[0.9993131,0.00003181281,0.0001201908,0.0002613464,0.00008146447,0.000192068],"domain_scores_gemma":[0.9997043,0.00001711141,0.0000437728,0.0001254608,0.00008361962,0.00002571084],"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":[0.0001026596,0.00001394709,0.08748568,0.00001429119,0.000007879506,0.000001699398,0.00006624323,9.873006e-7,0.9055032,0.00001279657,0.003766917,0.003023673],"study_design_scores_gemma":[0.0001892274,0.002832891,0.8860344,0.00001970555,0.000003199977,0.00001099172,0.0001901756,0.0002926868,0.09746116,0.0001674642,0.01262972,0.0001683688],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967046,0.0003109166,0.002366254,0.00001958332,0.0001892731,0.0001418836,0.00002116815,0.00001327724,0.0002330908],"genre_scores_gemma":[0.9940678,0.0002819901,0.005445837,0.00002837915,0.00001267041,0.00003027453,0.00001055069,0.00000486978,0.000117592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.808042,"threshold_uncertainty_score":0.2619812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0329975544809043,"score_gpt":0.360072109564513,"score_spread":0.3270745550836087,"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."}}