{"id":"W7135068477","doi":"10.1109/raai67517.2025.11423228","title":"Preface","year":2025,"lang":"","type":"article","venue":"","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Ideal (ethics); First World","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620705,0.0008650363,0.0006534978,0.002348072,0.00251898,0.003468621,0.00135676,0.001212159,0.3792617],"category_scores_gemma":[0.0144917,0.000273245,0.0004914538,0.001641729,0.0006911936,0.002990202,0.001939212,0.003587282,0.2529968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901488,"about_ca_system_score_gemma":0.002016046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930366,"about_ca_topic_score_gemma":0.003580056,"domain_scores_codex":[0.9989985,0.0001549773,0.00008550395,0.0001899769,0.0004864772,0.00008458876],"domain_scores_gemma":[0.9930569,0.001242105,0.0002665815,0.0005094543,0.004069836,0.0008550811],"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":[0.00002934266,0.00001645258,0.0001199436,0.00009023422,0.000001705415,0.00004612182,0.0001150847,0.000053277,0.0001118146,0.00411563,0.9673089,0.02799149],"study_design_scores_gemma":[0.000003307172,0.00001537498,0.0002775585,0.000109018,0.000001225271,0.00006996622,0.0001041424,0.00002619248,0.0000591788,0.001938822,0.9973906,0.000004688567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002536572,0.0117643,0.008904436,0.05470365,0.2692563,0.000839167,0.0180551,0.002125957,0.6318146],"genre_scores_gemma":[0.01373913,0.008853593,0.004609459,0.01479607,0.04963655,0.0006556947,0.01688834,0.001251702,0.8895696],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3792617,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337905907890066,"score_gpt":0.4617961425532949,"score_spread":0.4384170834743942,"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."}}