{"id":"W3125796031","doi":"","title":"Some Artificial Intelligence Tools for Argument Evaluation: An Introduction","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal processes and jurisprudence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Argumentation theory; Argument (complex analysis); Defeasible reasoning; Aside; Computer science; Artificial intelligence; Argument map; Management science; Defeasible estate; Field (mathematics); Epistemology; Engineering; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005186304,0.002223839,0.00175877,0.008104767,0.002104998,0.008011611,0.003856785,0.005232643,0.009131671],"category_scores_gemma":[0.01006512,0.002181081,0.003361791,0.00794565,0.009808118,0.01443754,0.003527053,0.007703086,0.005053036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895255,"about_ca_system_score_gemma":0.0009116898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492673,"about_ca_topic_score_gemma":0.001134718,"domain_scores_codex":[0.9961942,0.001819765,0.0005416221,0.0004758079,0.0008187247,0.0001498378],"domain_scores_gemma":[0.9944569,0.004356415,0.0002357184,0.0003522066,0.0004899483,0.0001088153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002703357,0.00009229028,0.0003370153,0.00128332,0.00004994466,0.000475988,0.001129071,0.002775385,0.0006201252,0.8685728,0.02343774,0.1011994],"study_design_scores_gemma":[0.00001282333,0.00003750721,0.0002943224,0.0008633843,0.00002071985,0.0006213042,0.0001489003,0.005478919,0.0003459845,0.7156839,0.2764435,0.00004873897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.001530667,0.202241,0.6847163,0.01114573,0.002704872,0.0004325918,0.0004590718,0.0008060361,0.09596364],"genre_scores_gemma":[0.04443938,0.1671467,0.7425081,0.005769889,0.009990508,0.002234519,0.0008785528,0.0006552128,0.0263771],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009131671,"threshold_uncertainty_score":0.03054845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09266893523988023,"score_gpt":0.3891380298991019,"score_spread":0.2964690946592217,"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."}}