{"id":"W3125304394","doi":"","title":"Computational Dialectic and Rhetorical Invention","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Argumentation theory; Dialectic; Epistemology; Rhetorical question; Rhetoric; Deliberation; Dimension (graph theory); Normative; Interdependence; Computer science; Sociology; Political science; Philosophy; Mathematics; Social science; Law; Linguistics","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":[0.0006716031,0.00007235882,0.00009115728,0.00005089477,0.0006178685,0.00007154793,0.00007640618,0.00001811794,0.00009721389],"category_scores_gemma":[0.00002421729,0.00005929021,0.00004340531,0.00002672763,0.00009338486,0.0002767109,0.00003364588,0.0005114867,0.00004436841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208923,"about_ca_system_score_gemma":0.0001408036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002789948,"about_ca_topic_score_gemma":0.0001172433,"domain_scores_codex":[0.9988631,0.0000730683,0.0001520722,0.00005483358,0.0001377089,0.0007192385],"domain_scores_gemma":[0.9996786,0.00006001655,0.00007671247,0.00005869129,0.00007197478,0.00005404848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006599952,0.00004620194,0.002505273,0.000001651757,0.00006600438,5.509444e-8,0.004852444,0.000002289422,0.000001030866,0.9858646,0.0005570347,0.006096797],"study_design_scores_gemma":[0.0004164372,0.0001316803,0.002717403,0.000008209336,0.00004679928,0.000156062,0.01199332,0.00008446697,8.466135e-7,0.8139893,0.1702937,0.0001617404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.697665,0.09827859,0.02017451,0.007537585,0.003581171,0.0003464411,0.00000538744,0.0002165039,0.1721948],"genre_scores_gemma":[0.9923373,0.002464058,0.00004334591,0.0000877659,0.0009322648,0.000004406928,0.000002418963,0.000007606971,0.004120826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946723,"threshold_uncertainty_score":0.4752207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175377799421306,"score_gpt":0.2648353734704606,"score_spread":0.2230815954762475,"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."}}