{"id":"W4366703111","doi":"10.2139/ssrn.4425685","title":"An Electrophysiological Investigation of Referential Communication","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Brock University","funders":"","keywords":"Electrophysiology; Psychology; Computer science; Communication; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002885129,0.0002329264,0.0001273759,0.0003760942,0.0002681902,0.0006796793,0.0003745559,0.0006986095,0.00384542],"category_scores_gemma":[0.002317436,0.0001313984,0.0001723712,0.0005164125,0.0005157025,0.001122547,0.0004873435,0.0006515619,0.0004672169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077121,"about_ca_system_score_gemma":0.0001460669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799626,"about_ca_topic_score_gemma":0.0002529366,"domain_scores_codex":[0.9998833,0.00002725079,0.000008675855,0.00003845793,0.00002529907,0.00001697053],"domain_scores_gemma":[0.9994724,0.0003142972,0.00006276065,0.00006019451,0.00004765894,0.00004260459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006350771,0.0001748408,0.005735414,0.0003250212,0.00006013468,0.001238289,0.001067725,0.0004389069,0.8831686,0.01681114,0.0007163294,0.08962847],"study_design_scores_gemma":[0.000439577,0.00263384,0.5002157,0.000330091,0.0003542951,0.01184161,0.003147134,0.0252477,0.3005781,0.1357342,0.01937841,0.00009929341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041885,0.003748255,0.06669468,0.0007535223,0.0002716247,0.000170218,0.0007283079,0.0001178601,0.02332693],"genre_scores_gemma":[0.9865708,0.000869867,0.01005641,0.0002374575,0.0001081562,0.00005915662,0.0001273216,0.00003468159,0.001936185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00384542,"threshold_uncertainty_score":0.01286423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550592401949002,"score_gpt":0.2875592456324385,"score_spread":0.2520533216129485,"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."}}