{"id":"W4283521600","doi":"10.31235/osf.io/yjk3q","title":"Embodied Conversational Agents (ECAs): Do you want them on your team?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Argument (complex analysis); Embodied cognition; Identity (music); Diversity (politics); Psychology; Social psychology; Epistemology; Computer science; Sociology; Artificial intelligence; Aesthetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036888,0.0004039217,0.0003213231,0.0001852376,0.0003929112,0.0001739509,0.0006879763,0.0002115573,0.01660303],"category_scores_gemma":[0.0003387899,0.0003670306,0.0002528752,0.0001478019,0.0001022424,0.00009515918,0.0008880957,0.001113833,0.001740727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230752,"about_ca_system_score_gemma":0.0002031311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003011975,"about_ca_topic_score_gemma":0.00000137115,"domain_scores_codex":[0.9965841,0.0002988347,0.00036189,0.001236812,0.00109132,0.000427038],"domain_scores_gemma":[0.9986277,0.0002361847,0.0002589268,0.0006627844,0.00006565337,0.0001487192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003428991,0.0007523498,0.0002139954,0.0001212071,0.00006441036,0.000253879,0.001936474,0.001050223,0.001096341,0.9369727,0.05016619,0.007029329],"study_design_scores_gemma":[0.001905008,0.0002642911,0.0003716429,0.0001479577,0.0001101016,0.0001132793,0.001743723,0.005354749,0.02616066,0.9046823,0.05760565,0.001540646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01762097,0.000007736209,0.00006520498,0.002255,0.002076044,0.0006182981,0.0002885834,0.0003579863,0.9767102],"genre_scores_gemma":[0.9826477,0.0001396072,0.0001559602,0.005515618,0.0002940687,0.0001919456,0.0002500137,0.00005110821,0.01075398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9659562,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145654859712581,"score_gpt":0.3158306977609296,"score_spread":0.2012652117896715,"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."}}