{"id":"W4412800943","doi":"10.1101/2025.07.29.667240","title":"Involuntary feedback responses reflect a representation of partner actions","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Representation (politics); Psychology; Cognitive psychology; Social psychology; Communication; Computer science; Political science; Law; Politics","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":[0.0002371147,0.0002546238,0.0001989817,0.0001939175,0.0001572717,0.0004312196,0.0003433337,0.0002697452,0.003364641],"category_scores_gemma":[0.001767404,0.0001419394,0.0001271537,0.0001182872,0.0003995413,0.0004708605,0.0008119874,0.0005495577,0.0002736784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216593,"about_ca_system_score_gemma":0.0001293026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499114,"about_ca_topic_score_gemma":0.0003543747,"domain_scores_codex":[0.9997533,0.00004103464,0.00001622858,0.00006911812,0.00008078785,0.00003958048],"domain_scores_gemma":[0.9994277,0.0001709106,0.000145684,0.0000995854,0.00006224719,0.00009384581],"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":[0.00019501,0.00004583151,0.001321192,0.00004161914,0.00001592777,0.00006727454,0.0001097332,0.00115385,0.9818804,0.001991052,0.0001560924,0.01302193],"study_design_scores_gemma":[0.00009670522,0.001196324,0.1930808,0.00006655053,0.00008474199,0.0008322582,0.0004171526,0.1101682,0.6707941,0.0177151,0.005480388,0.00006764124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485388,0.0002098345,0.04549074,0.0001502181,0.00006741392,0.00002917118,0.0001033878,0.0002797087,0.005130699],"genre_scores_gemma":[0.9949831,0.00003414401,0.003912288,0.00003478915,0.000005130676,0.00001023144,0.00003374873,0.00003748766,0.0009491695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364641,"threshold_uncertainty_score":0.01125586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07443625690738001,"score_gpt":0.3457033780686271,"score_spread":0.2712671211612471,"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."}}