{"id":"W1859359026","doi":"10.22329/il.v26i1.428","title":"A Normative Theory of Argument Strength","year":2008,"lang":"en","type":"article","venue":"Informal Logic","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normative; Argument (complex analysis); Argumentation theory; Bayesian probability; Epistemology; Computer science; Psychology; Philosophy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002097223,0.0000684385,0.0001026868,0.00006124389,0.00006841279,0.00001161139,0.0002835536,0.00003150388,0.00003524662],"category_scores_gemma":[0.00001995242,0.00005021873,0.00004417325,0.0001202204,0.0000299638,0.0006025044,0.00009082782,0.00004963009,0.0001003424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406391,"about_ca_system_score_gemma":0.00003098664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001499626,"about_ca_topic_score_gemma":0.000001271227,"domain_scores_codex":[0.9993246,0.00003360788,0.000251215,0.00007421301,0.0001876191,0.0001287768],"domain_scores_gemma":[0.9995059,0.00004697842,0.0001582412,0.0002012035,0.00005108886,0.00003657079],"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":[0.0000292295,0.0001777823,0.006726465,0.0000701856,0.00004773167,0.00001864824,0.02501567,0.0008890702,0.0004791451,0.930108,0.0009197918,0.03551828],"study_design_scores_gemma":[0.005017323,0.002039326,0.6755363,0.0002086275,0.0000260772,0.0004180674,0.0018026,0.2011338,0.06653638,0.01791393,0.02785733,0.001510179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4921233,0.00008893145,0.4528973,0.00007440121,0.0003757834,0.0002721326,0.000005813372,0.0001135696,0.05404879],"genre_scores_gemma":[0.9949942,0.00001401827,0.004534088,0.0001627529,0.00001971025,0.000006615144,0.000002371269,0.000001360091,0.0002648959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9121941,"threshold_uncertainty_score":0.204786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442538884530714,"score_gpt":0.2359960906523058,"score_spread":0.2015707018069986,"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."}}