{"id":"W7135798543","doi":"","title":"Conference presentation, SAS 2021: Effects of friendship preferences and context on emotion recognition","year":2021,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Francisco; University of California, Santa Barbara; University of Illinois at Urbana-Champaign; University of California, Davis; Stony Brook University; Max-Planck-Institut für Bildungsforschung; Université Lumière Lyon 2; National Research University Higher School of Economics; Medizinische Universität Wien; University of Haifa; Universitetet i Oslo; Keele University; Aston University; Centre National de la Recherche Scientifique; Universiteit Stellenbosch; Simon Fraser University; Sapienza Università di Roma; Tsinghua University; Università degli Studi di Trento; University of Massachusetts Amherst; University of Toronto Mississauga; Hebrew University of Jerusalem; Pennsylvania State University; Lunds Universitet; Rice University; Technische Universität Dresden; University of Tsukuba; Nanyang Technological University; Coventry University; Uniwersytet im. Adama Mickiewicza w Poznaniu; University of Sussex; Yale University; University of Nevada, Reno; Université de Technologie de Compiègne; Capital Medical University; Korea University; University of Toronto; Imperial College London; Macquarie University; Boston College; St. Norbert College; Brown University; University of Oregon; Universität Wien; Kingston University; University of California, Irvine; University of Dayton; Weizmann Institute of Science; University of Oxford; McGill University; Université de Strasbourg; University of Hawai'i; University of Tehran; Universiteit van Amsterdam; Georgia State University; KU Leuven; Washington University in St. Louis; University of Pittsburgh; Chinese University of Hong Kong; Queen's University Belfast; University of Glasgow; University of East London; University of California, Los Angeles; North Carolina State University; Aarhus Universitet; Humboldt-Universität zu Berlin; DePaul University; School of Medicine, Stanford University; Arizona State University; Linköpings Universitet; University of Miami; Queen's University; University of North Carolina at Chapel Hill; Harvard University; University of Southern California; Yonsei University; Northwestern University; University of Missouri; Wake Forest University; Massachusetts Institute of Technology; Université de Recherche Paris Sciences et Lettres; Radboud Universiteit","keywords":"Friendship; Context (archaeology); Emotion recognition; Emotion classification; Emotion work","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00168547,0.001052563,0.0006121189,0.0004379533,0.0009417865,0.002238494,0.000743857,0.001144881,0.3551451],"category_scores_gemma":[0.001715051,0.000251459,0.0006219812,0.0003969525,0.0002073933,0.0007382333,0.001258479,0.001591215,0.065107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006555901,"about_ca_system_score_gemma":0.001021627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285312,"about_ca_topic_score_gemma":0.01541916,"domain_scores_codex":[0.9997414,0.00006670212,0.000008933338,0.00005083885,0.00006832704,0.00006390208],"domain_scores_gemma":[0.9984219,0.0004330313,0.00003919698,0.00006436257,0.0003555031,0.0006860524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001562561,0.0003217041,0.001516101,0.0001609875,0.00002996061,0.0001391162,0.00007301014,0.000167144,0.002775376,0.0003287132,0.9506223,0.04230293],"study_design_scores_gemma":[0.001150684,0.002719524,0.0602652,0.0003391779,0.0001293104,0.0003680126,0.000835933,0.002573661,0.005424603,0.002626665,0.9234715,0.00009577413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1599209,0.01800919,0.01322998,0.1043503,0.1571815,0.002982321,0.08092164,0.006158826,0.4572454],"genre_scores_gemma":[0.08035398,0.004222556,0.003907327,0.003885348,0.01997776,0.001201432,0.03610793,0.0008634547,0.8494802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3551451,"threshold_uncertainty_score":0.9198073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06126401001802997,"score_gpt":0.3308060269144715,"score_spread":0.2695420168964415,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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