{"id":"W4412764974","doi":"10.1515/pjbr-2024-0004","title":"Evaluating people's perceptions of an agent as a public speaking coach","year":2024,"lang":"en","type":"article","venue":"Paladyn Journal of Behavioral Robotics","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Perception; Psychology; Neuroscience","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":[0.001092867,0.0001295312,0.000275219,0.0003911415,0.0001466416,0.0001138655,0.0004362599,0.0001065542,0.003822379],"category_scores_gemma":[0.00007308615,0.0001233073,0.0001827111,0.0004383148,0.00007080388,0.0002387757,0.00005600018,0.0006171493,0.0001009119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630295,"about_ca_system_score_gemma":0.0004915379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002091546,"about_ca_topic_score_gemma":0.0003020015,"domain_scores_codex":[0.9978081,0.0004406575,0.0009125362,0.000157581,0.0004408549,0.0002402523],"domain_scores_gemma":[0.9979717,0.0001515562,0.0004173868,0.0004982597,0.0007070994,0.0002540102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001088701,0.004559543,0.2623094,0.0002881783,0.0002323153,0.00009959426,0.2070367,0.003890336,0.004094379,0.04947254,0.00232547,0.4655826],"study_design_scores_gemma":[0.001450601,0.003828479,0.7743588,0.000848179,0.0009378197,0.002440586,0.2021134,0.006586759,0.00003710445,0.001976345,0.004761966,0.0006599711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888027,0.001139406,0.002307936,0.003702766,0.002505871,0.0001585574,0.000009756312,0.0000360419,0.001337024],"genre_scores_gemma":[0.9820935,0.00008749922,0.0170704,0.00008079654,0.0002849249,0.000008194546,0.00001922382,0.00003048085,0.0003250055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5120494,"threshold_uncertainty_score":0.9970883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560260966678324,"score_gpt":0.5407780040016381,"score_spread":0.2847519073338057,"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."}}