{"id":"W4389523717","doi":"10.18653/v1/2023.emnlp-main.290","title":"Mirages. On Anthropomorphism in Dialogue Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Engineering and Physical Sciences Research Council; European Commission; Leverhulme Trust","keywords":"Transparency (behavior); Unconscious mind; Computer science; Natural (archaeology); Human–computer interaction; Psychology; Computer security","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":[0.00526063,0.0007515115,0.0004967753,0.001619241,0.003794578,0.006268165,0.001098868,0.003624727,0.01791151],"category_scores_gemma":[0.01797643,0.0007602532,0.0009441214,0.0007693911,0.01074326,0.01478512,0.009019806,0.005104328,0.003213103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732678,"about_ca_system_score_gemma":0.0007377329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165917,"about_ca_topic_score_gemma":0.001231916,"domain_scores_codex":[0.9916333,0.00559391,0.0003919577,0.0009330668,0.001130184,0.0003174884],"domain_scores_gemma":[0.9851758,0.01054082,0.0008305697,0.002170289,0.0008015798,0.0004808963],"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":[0.00008446676,0.00002345958,0.0006118607,0.0001784846,0.00001298184,0.0003746687,0.01026866,0.0009635273,0.00123236,0.9370151,0.006358575,0.04287584],"study_design_scores_gemma":[0.00004772535,0.0001253598,0.001006236,0.0004155471,0.00003276288,0.001487067,0.003216473,0.01187051,0.003285992,0.5305795,0.447862,0.00007087442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03140197,0.0121024,0.476058,0.04365218,0.001864995,0.0002424058,0.0002177059,0.002656125,0.4318042],"genre_scores_gemma":[0.7196876,0.005405252,0.1483438,0.006279282,0.002266789,0.0005758891,0.0002777193,0.001215525,0.1159482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01791151,"threshold_uncertainty_score":0.05992001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080043570966766,"score_gpt":0.2594030610480685,"score_spread":0.2286026253384008,"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."}}