{"id":"W117489941","doi":"","title":"Toulmin Diagrams in Theory & Practice: Theory Neutrality in Argument Representation","year":2005,"lang":"en","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Diagrammatic reasoning; Class (philosophy); Epistemology; Argument (complex analysis); Context (archaeology); Representation (politics); Computer science; Diagram; Class diagram; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596657,0.00009845231,0.0001264738,0.0001227871,0.00003302301,0.00009441419,0.0002922242,0.00005726223,0.00007603726],"category_scores_gemma":[0.0002228304,0.00008383407,0.00003701034,0.0003303947,0.00001441831,0.001336021,0.00008174502,0.0001202228,0.00009149592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431476,"about_ca_system_score_gemma":0.000031073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004465318,"about_ca_topic_score_gemma":0.0008066745,"domain_scores_codex":[0.997986,0.0008183998,0.0003939374,0.000359938,0.0002305409,0.00021119],"domain_scores_gemma":[0.9988143,0.0005442324,0.0001271109,0.0004351925,0.00003232654,0.00004678245],"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":[0.00004381134,0.0004124347,0.01580107,0.00001138885,0.000008642517,0.00001562083,0.007106442,0.001602378,0.000756518,0.8396778,0.0003217668,0.1342422],"study_design_scores_gemma":[0.003480135,0.0001440387,0.7611644,0.0001160421,0.00001409363,0.00003041382,0.003446468,0.133099,0.01738933,0.06899424,0.01131769,0.0008042395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.49293,0.0002186223,0.4760107,0.00591085,0.0004428347,0.0008636183,7.175066e-7,0.0001443513,0.0234783],"genre_scores_gemma":[0.9917977,0.00002597111,0.006326847,0.0006847922,0.00006839116,0.00004580312,0.000002708985,0.000004522841,0.001043215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7706835,"threshold_uncertainty_score":0.3418654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567708026626186,"score_gpt":0.3320768444786152,"score_spread":0.3063997642123533,"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."}}