{"id":"W425595999","doi":"10.11575/prism/31006","title":"Emotion-mapped Robotic Facial Expressions based on Philosophical Theories of Vagueness","year":2006,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Facial expression; Vagueness; Humanoid robot; Robot; Artificial intelligence; Face (sociological concept); Computer science; Expression (computer science); Field (mathematics); Task (project management); Psychology; Social robot; Mathematics; Robot control; Mobile robot; Engineering; Philosophy; Fuzzy logic","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007663399,0.0001011362,0.000229148,0.0001571154,0.0001581389,0.00000407673,0.0001874634,0.0001633041,0.003064511],"category_scores_gemma":[0.00002742898,0.0001161453,0.0001609777,0.000135766,0.0002268903,0.00007042129,0.00003294312,0.0001721373,0.00009105749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003005144,"about_ca_system_score_gemma":0.00003774191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031253,"about_ca_topic_score_gemma":0.00001099602,"domain_scores_codex":[0.9991864,0.0001410701,0.0001378828,0.0001907009,0.0001989993,0.0001449278],"domain_scores_gemma":[0.9993128,0.0001905009,0.0001515419,0.0002161096,0.00007362414,0.0000554349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002882774,0.003645687,0.0129126,0.0000923792,0.0002344954,0.0001500849,0.008628882,0.0005795691,0.007166147,0.8896081,0.01142053,0.06267872],"study_design_scores_gemma":[0.009243752,0.000857008,0.8224881,0.0003505005,0.0003718374,0.000008514377,0.003785117,0.0179496,0.001762289,0.124789,0.01733768,0.001056545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.33684,0.00003447345,0.4046339,0.004546258,0.001167258,0.0003193645,0.000004098545,0.0001250747,0.2523296],"genre_scores_gemma":[0.9951676,0.000001519866,0.001791569,0.00007529332,0.00004869682,4.809199e-7,0.00001938282,0.000008783291,0.002886666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8095756,"threshold_uncertainty_score":0.9978468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823175758291228,"score_gpt":0.2631278654338674,"score_spread":0.2448961078509551,"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."}}