{"id":"W1598726269","doi":"10.1017/cbo9780511498879","title":"A Theory of Argument","year":2006,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Material Selection and Properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Argument (complex analysis); Epistemology; Philosophy; Chemistry","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":[0.0001862264,0.0002062921,0.0003272653,0.0000939218,0.0001001483,0.00003387703,0.0003634985,0.0002013233,0.00008293253],"category_scores_gemma":[0.000005891096,0.0002051596,0.0001120374,0.000007515529,0.0002383132,0.00004894265,0.000191178,0.000119123,0.00003427086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636704,"about_ca_system_score_gemma":0.0001742234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002717315,"about_ca_topic_score_gemma":0.000001742793,"domain_scores_codex":[0.9989779,0.0001434384,0.0001883368,0.0002829323,0.0002145186,0.0001929007],"domain_scores_gemma":[0.9992451,0.00003522154,0.0002338946,0.0003115312,0.0001133131,0.00006092167],"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":[0.0002938569,0.00002075015,4.167293e-7,0.0002608013,0.00003004746,0.00002829361,0.00005045865,0.000003754399,0.03908,0.5855716,0.3744017,0.0002583001],"study_design_scores_gemma":[0.0002368092,0.00005516116,0.000004407407,0.00008912579,0.00007407104,0.000003938512,0.00001120794,0.000002324788,0.1125271,0.00002591194,0.8867683,0.0002016017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001928247,0.0000829381,0.0002210755,0.000002689579,0.0004408167,0.0002381982,0.0002475151,0.0001030858,0.9967355],"genre_scores_gemma":[0.001864278,0.00001073319,0.00005837612,0.00002605563,0.0001196932,7.778768e-7,0.00003320398,0.00002126751,0.9978656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5855457,"threshold_uncertainty_score":0.8366163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767198762975175,"score_gpt":0.1851582522921056,"score_spread":0.1674862646623538,"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."}}