{"id":"W4408898377","doi":"10.1109/rams48127.2025.10935125","title":"Functional Requirement and User's Needs for Food Serving Robots","year":2025,"lang":"en","type":"article","venue":"","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"La Cité Collégiale","funders":"","keywords":"Robot; Computer science; Human–computer interaction; Artificial intelligence","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":[0.002941813,0.0004365926,0.0002558698,0.0006815311,0.0006108609,0.00167544,0.0008331275,0.001163278,0.005235019],"category_scores_gemma":[0.0111201,0.0003124793,0.0003969644,0.0003119323,0.0006788307,0.00181259,0.000965197,0.0005189629,0.001456504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514119,"about_ca_system_score_gemma":0.000732294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665137,"about_ca_topic_score_gemma":0.001508527,"domain_scores_codex":[0.9964599,0.001479025,0.0002311352,0.0002372269,0.00133802,0.00025465],"domain_scores_gemma":[0.99289,0.003410505,0.000587384,0.0004550856,0.002413983,0.0002430063],"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":[0.001844429,0.001496029,0.08973832,0.003536224,0.0001278879,0.004169467,0.06039226,0.02899786,0.1913095,0.1439459,0.02162492,0.4528173],"study_design_scores_gemma":[0.0002138285,0.004353158,0.2316889,0.001348673,0.0002937895,0.01094359,0.07541099,0.2814229,0.09215842,0.0771411,0.224259,0.0007655409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6927939,0.0003180991,0.2081266,0.002480356,0.00005319118,0.0004411986,0.0004131623,0.001167406,0.09420607],"genre_scores_gemma":[0.9528331,0.0001204383,0.04056425,0.0002012332,0.000009424844,0.0002318571,0.0002395625,0.0001208325,0.005679384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005235019,"threshold_uncertainty_score":0.01751286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0779343623343579,"score_gpt":0.3758789764866465,"score_spread":0.2979446141522886,"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."}}