{"id":"W2594775042","doi":"10.3233/aac-170015","title":"Emotions and personality traits in argumentation: An empirical evaluation","year":2017,"lang":"en","type":"article","venue":"Argument & Computation","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Argumentation theory; Psychology; Personality; Big Five personality traits; Social psychology; Cognitive psychology; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006251556,0.00009117194,0.00009768302,0.00007295909,0.0003059182,0.0001245488,0.00009384771,0.00005648574,0.0002618561],"category_scores_gemma":[0.00001766563,0.00009646457,0.00002080181,0.00004808548,0.00005399197,0.0003864781,0.00002224303,0.0000935315,0.00003572029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007671285,"about_ca_system_score_gemma":0.00002631384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000291476,"about_ca_topic_score_gemma":0.000456051,"domain_scores_codex":[0.9990239,0.000145011,0.0002016467,0.0002761764,0.0002090023,0.0001442472],"domain_scores_gemma":[0.9995412,0.00003112957,0.0001364895,0.0001717207,0.00006283211,0.00005665468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005655697,0.000470281,0.5451063,0.00001456407,0.00003117702,0.000004135097,0.01533226,0.001495293,0.00008885606,0.003689819,0.0002772024,0.4334336],"study_design_scores_gemma":[0.0009690134,0.00009248233,0.8150288,0.000009226871,0.0000145664,0.000005184079,0.0003521638,0.180271,0.000001836643,0.003049369,0.0001202886,0.00008603735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912,0.00003771538,0.003157306,0.001321133,0.0003115872,0.0003292063,0.00000817357,0.00002265955,0.003612245],"genre_scores_gemma":[0.9986569,0.000005692264,0.000835171,0.0001698136,0.00007956236,0.00004822508,0.00009979756,0.000007673042,0.00009712775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333475,"threshold_uncertainty_score":0.3933711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09652659358343366,"score_gpt":0.4403280025059979,"score_spread":0.3438014089225642,"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."}}