{"id":"W4379157427","doi":"10.31234/osf.io/p26wj","title":"Can chatbots ever provide more social connection than humans?","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chatbot; Conversation; Interpersonal relationship; Psychology; Social relation; Humanity; Social support; Connection (principal bundle); Social psychology; Internet privacy; World Wide Web; Computer science; Communication; Engineering","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":[0.00401233,0.0003266686,0.0004231002,0.000673826,0.002318578,0.004921651,0.0006745186,0.001648856,0.009571822],"category_scores_gemma":[0.01914786,0.0003406827,0.0002468172,0.0004188239,0.005574359,0.009807928,0.003981911,0.001487858,0.001125041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005946857,"about_ca_system_score_gemma":0.0007145355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007393978,"about_ca_topic_score_gemma":0.001510217,"domain_scores_codex":[0.9972145,0.001716493,0.00006681446,0.0003289664,0.0004047498,0.0002685273],"domain_scores_gemma":[0.9892219,0.005858626,0.001143283,0.0009367251,0.0004861216,0.002353376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001949143,0.001388461,0.1163319,0.004359105,0.000328402,0.001522829,0.2044481,0.0005620347,0.02367635,0.1423555,0.02163965,0.4814385],"study_design_scores_gemma":[0.0004148319,0.003452006,0.2170277,0.002995193,0.0004739544,0.003284286,0.1754062,0.003062557,0.008498529,0.1700944,0.4149595,0.0003308662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8524858,0.00438663,0.01509625,0.02235223,0.0008717141,0.000136998,0.0001429523,0.0003332418,0.1041942],"genre_scores_gemma":[0.9913664,0.0009012657,0.003135492,0.001795303,0.0001427645,0.00007920386,0.00005747949,0.00003865621,0.002483337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009571822,"threshold_uncertainty_score":0.03202093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260217312164598,"score_gpt":0.4393351212709065,"score_spread":0.3133133900544466,"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."}}