{"id":"W2620986981","doi":"10.5555/3091125.3091352","title":"Two Forms of Explanations in Computational Assumption-based Argumentation","year":2017,"lang":"en","type":"article","venue":"Cronfa (Swansea University)","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Argumentation theory; Argumentative; Argument (complex analysis); Computer science; Computational model; Epistemology; Artificial intelligence; Theoretical computer science; Argumentation framework; Cognitive science; Psychology; Philosophy","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":[0.0001489998,0.00007085469,0.0001001396,0.0003337851,0.0002838502,0.0000848614,0.0005074862,0.00003500383,0.00002234436],"category_scores_gemma":[0.00001770096,0.00007952943,0.00004640388,0.0001551651,0.00004818864,0.0009593137,0.00005547266,0.00004957328,0.00001391114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159581,"about_ca_system_score_gemma":0.0001132032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002500438,"about_ca_topic_score_gemma":0.0003814569,"domain_scores_codex":[0.999306,0.000043723,0.0001469952,0.000189315,0.0002019398,0.0001119927],"domain_scores_gemma":[0.9992529,0.00005828153,0.000237876,0.0003076094,0.000100601,0.00004269806],"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":[0.00004340358,0.0003243313,0.1683803,0.00007249081,0.00003872169,0.00004396572,0.001423523,0.07421746,0.001914459,0.7467124,0.0003081214,0.006520769],"study_design_scores_gemma":[0.003806066,0.00005762447,0.5642525,0.00007745699,0.00001276101,0.000001661952,0.0002573335,0.4250568,0.002118819,0.002262095,0.001854936,0.0002420241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3073825,0.000005122781,0.6863918,0.0005236273,0.0001544368,0.0001809207,0.00001280134,0.00003306595,0.005315735],"genre_scores_gemma":[0.9920342,0.00000173617,0.007524652,0.00002331667,0.00001113915,9.127568e-7,0.00003050856,0.000002982943,0.0003705267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7444504,"threshold_uncertainty_score":0.3243116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728610217663216,"score_gpt":0.2699135057139809,"score_spread":0.2426274035373487,"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."}}