{"id":"W4398160811","doi":"10.1609/aaaiss.v3i1.31252","title":"AI-Assisted Talk: A Narrative Review on the New Social and Conversational Landscape","year":2024,"lang":"en","type":"review","venue":"Proceedings of the AAAI Symposium Series","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Narrative; Generative grammar; Cognitive science; Computer science; Psychology; Artificial intelligence; Linguistics","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":[0.002757642,0.0007885259,0.001234297,0.004173587,0.0008879428,0.003219957,0.001177108,0.002288763,0.003945841],"category_scores_gemma":[0.007651429,0.0004480351,0.0006091009,0.004039267,0.001856075,0.004151477,0.001787135,0.003599642,0.001689226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881568,"about_ca_system_score_gemma":0.004431288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439406,"about_ca_topic_score_gemma":0.004223103,"domain_scores_codex":[0.9988029,0.0005176635,0.0001873934,0.0001431265,0.0002806562,0.00006823387],"domain_scores_gemma":[0.9937849,0.005073994,0.0003880992,0.00008043678,0.0005255868,0.0001469574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001132707,0.00005461783,0.0001806754,0.07688606,0.0001534766,0.0002519165,0.001628614,0.0002939183,0.0005796618,0.03257568,0.06496079,0.8223213],"study_design_scores_gemma":[0.000009476767,0.0000520442,0.0004501668,0.02979063,0.00009895486,0.0005857854,0.000685274,0.00003886071,0.0001313736,0.003148005,0.9649855,0.00002394753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004833932,0.9976436,0.00009305775,0.001022272,0.0002603436,0.000004100852,0.000008827693,0.000002442706,0.0009170502],"genre_scores_gemma":[0.0008346078,0.9976877,0.0001516951,0.0007445747,0.0003207187,0.00001772352,0.00001635975,0.000002188259,0.0002244118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004173587,"threshold_uncertainty_score":0.01458395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304525573850861,"score_gpt":0.3136400603324124,"score_spread":0.2805948045939037,"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."}}