{"id":"W4413512167","doi":"10.64628/aam.sv7qtvp53","title":"The rise of humanlike chatbots detracts from developing AI for the human good","year":2025,"lang":"en","type":"article","venue":"","topic":"AI in Service Interactions","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Psychology; Human–computer interaction; Communication","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":[0.008034027,0.0006897773,0.0007964757,0.001509459,0.002845926,0.007385337,0.00288638,0.003224924,0.01946052],"category_scores_gemma":[0.02359307,0.0004746916,0.0005112674,0.0008667195,0.01032724,0.01219679,0.00423076,0.005450037,0.006921499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987781,"about_ca_system_score_gemma":0.002055978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189438,"about_ca_topic_score_gemma":0.002197732,"domain_scores_codex":[0.9950883,0.002178649,0.0000991566,0.0007482624,0.001598926,0.0002866733],"domain_scores_gemma":[0.9547973,0.0307575,0.001593288,0.00451481,0.00475903,0.003577987],"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":[0.0002065018,0.0001979971,0.003644039,0.001036806,0.00005036217,0.0001750023,0.006768368,0.001399222,0.006500797,0.7750396,0.02921518,0.1757662],"study_design_scores_gemma":[0.00003256865,0.0003339813,0.002140039,0.0006190627,0.00003516754,0.000697864,0.004534671,0.009482208,0.004461205,0.3740339,0.6035513,0.00007808267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.05377496,0.01666556,0.436858,0.09140981,0.003116228,0.0002033393,0.0003129362,0.003255481,0.3944038],"genre_scores_gemma":[0.6700425,0.007796391,0.2045693,0.01856976,0.002609353,0.000424402,0.000388908,0.00138726,0.09421209],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01946052,"threshold_uncertainty_score":0.06510198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634930543511476,"score_gpt":0.3351884474045869,"score_spread":0.3088391419694721,"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."}}