{"id":"W4416355140","doi":"10.1080/10447318.2025.2586085","title":"Beyond the Uncanny Valley: Attachment Avoidance in User Preferences for AI Virtual Companion Apps Interfaces","year":2025,"lang":"en","type":"article","venue":"International Journal of Human-Computer Interaction","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"National Natural Science Foundation of China","keywords":"Uncanny valley; Uncanny; Virtual reality; User interface; Subconscious","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005403813,0.0002027657,0.0002993748,0.0005454725,0.0001339534,0.0002722022,0.0007906955,0.0001067722,0.0006196125],"category_scores_gemma":[0.00004552056,0.0001579446,0.0002396591,0.0001362613,0.00007594722,0.0005692536,0.0001008081,0.0005471096,0.00004727722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004127535,"about_ca_system_score_gemma":0.00006587306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575681,"about_ca_topic_score_gemma":0.0002801386,"domain_scores_codex":[0.9979644,0.0002306035,0.0009497916,0.0002622096,0.0003855898,0.000207406],"domain_scores_gemma":[0.997943,0.0004965052,0.0006570078,0.0001606353,0.0007000516,0.00004279663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004737366,0.002915327,0.03063957,0.00004317231,0.00377962,0.00007284108,0.02648491,0.00921102,0.004056599,0.2018137,0.4900025,0.2262434],"study_design_scores_gemma":[0.01576227,0.003920026,0.2924812,0.002931052,0.0003435827,0.0005914823,0.02832101,0.01108435,0.00953969,0.04266499,0.591003,0.001357374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164596,0.0002670053,0.1161273,0.01050515,0.04720885,0.0005482382,0.0000164462,0.00004553197,0.008821879],"genre_scores_gemma":[0.9924197,0.00002183933,0.0003416404,0.002865872,0.001518207,0.00004554217,0.00001601014,0.0000147988,0.002756438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2618416,"threshold_uncertainty_score":0.6784322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237877262972253,"score_gpt":0.4221321883443798,"score_spread":0.3797534157146573,"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."}}