{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244957,0.0007002972,0.0003165697,0.0004387537,0.002803736,0.006392091,0.001049515,0.00408906,0.005433268],"category_scores_gemma":[0.007202648,0.000347126,0.0004557475,0.0006301152,0.004113362,0.009161796,0.003740618,0.00334733,0.002207665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423892,"about_ca_system_score_gemma":0.0008007521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553693,"about_ca_topic_score_gemma":0.002465127,"domain_scores_codex":[0.9976075,0.001535515,0.0001070119,0.0002967647,0.000272403,0.000180804],"domain_scores_gemma":[0.9983779,0.0008229503,0.0001984495,0.000105517,0.000207694,0.0002874978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001505431,0.00008220262,0.00272522,0.0004102925,0.00005552939,0.0006256754,0.07717246,0.001061014,0.004367468,0.805735,0.02446354,0.08315106],"study_design_scores_gemma":[0.00003558033,0.0001611919,0.002502251,0.0006071036,0.0001010598,0.001358734,0.06609701,0.009455674,0.003169495,0.2903141,0.6260602,0.0001374908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1096964,0.0229838,0.3714828,0.07325582,0.004030319,0.0003450669,0.0002954908,0.001024971,0.4168851],"genre_scores_gemma":[0.8399201,0.00602227,0.08201431,0.00779262,0.000658899,0.0003162327,0.0002661822,0.0002119859,0.06279743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006392091,"threshold_uncertainty_score":0.01817608,"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."}}