{"id":"W3154392753","doi":"10.3389/fnbot.2021.661603","title":"Embodied Cooperation to Promote Forgiving Interactions With Autonomous Machines","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neurorobotics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Alberta","funders":"","keywords":"Computer science; Blame; Embodied cognition; Autonomy; Human–computer interaction; Control (management); Cognitive science; Forgiveness; Autonomous agent; Artificial intelligence; Psychology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006384875,0.0001756306,0.0002115018,0.0001560971,0.0001375597,0.0001941513,0.0002334058,0.00003530754,0.00001686934],"category_scores_gemma":[0.0003075746,0.0001585607,0.00003536313,0.0004941286,0.00004323031,0.0002723555,0.0001223788,0.0002682286,0.00001523151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006791402,"about_ca_system_score_gemma":0.00007385021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006211147,"about_ca_topic_score_gemma":0.0001182428,"domain_scores_codex":[0.9986654,0.000116851,0.0002569812,0.000503513,0.0001624457,0.0002948095],"domain_scores_gemma":[0.9994097,0.00008212662,0.00005936988,0.000293157,0.00006337986,0.00009230527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000214636,0.0008255868,0.01681487,0.000124446,0.00003754083,0.001376829,0.005233989,0.6429173,0.2602679,0.002246763,0.03034149,0.03959865],"study_design_scores_gemma":[0.001033263,0.0005122584,0.002428524,0.0002548746,0.00003233899,0.0004875843,0.0002377671,0.6098756,0.3509418,0.0005222747,0.03293463,0.0007390456],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6130754,0.00004098303,0.3722621,0.005344162,0.004660887,0.0005209125,0.00001552004,0.0002219162,0.003858142],"genre_scores_gemma":[0.9007024,0.00001138017,0.09353852,0.002507046,0.0001061679,0.00001906034,0.000005198765,0.00003901902,0.003071225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287627,"threshold_uncertainty_score":0.6465916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040884831568951,"score_gpt":0.2662724059614494,"score_spread":0.2458635576457599,"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."}}