{"id":"W2191266841","doi":"10.1609/aaai.v28i1.8772","title":"Modeling Argumentation and Explanation in the Social Web","year":2014,"lang":"en","type":"article","venue":"Proceedings of the AAAI Conference on Artificial Intelligence","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Argumentation theory; Computer science; Data science; Computational sociology; Social web; Social media; World Wide Web; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008319697,0.0000894706,0.0001116806,0.0001059083,0.0001864576,0.0002535703,0.0007100506,0.00003480237,0.000008457477],"category_scores_gemma":[0.00009851026,0.00005810018,0.00004268016,0.0003941638,0.00005561326,0.0003080295,0.0000969436,0.0001183307,0.00000811727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001372147,"about_ca_system_score_gemma":0.00001596719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000240028,"about_ca_topic_score_gemma":0.00001637614,"domain_scores_codex":[0.9989869,0.00002788641,0.0002967541,0.0002264308,0.0003276819,0.0001343487],"domain_scores_gemma":[0.9995538,0.00005512621,0.000143876,0.0000907009,0.0001401593,0.00001633892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007642504,0.00003487028,0.0003227904,0.000007205946,0.000004041974,3.299212e-8,0.005232107,0.0002955012,0.006834997,0.9479626,0.00002631595,0.03927192],"study_design_scores_gemma":[0.00002247656,0.00003315676,0.0002139904,0.00003758723,0.000005359155,5.613098e-7,0.002113367,0.9200269,0.01613701,0.06132356,0.00001509824,0.00007094407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209979,0.00001067438,0.06677909,0.007438694,0.0001471516,0.0001947264,4.762265e-7,0.00002357136,0.004407775],"genre_scores_gemma":[0.9987967,0.00001622612,0.0008730077,0.0002343152,0.00005069547,0.00001059439,4.289863e-7,0.000002743355,0.00001529442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9197314,"threshold_uncertainty_score":0.2445184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09124313674391449,"score_gpt":0.3195607372196051,"score_spread":0.2283176004756906,"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."}}