{"id":"W222040118","doi":"","title":"Sociotechnical Arguments in Scientific Discourse: Expert Depositions in Tobacco Litigation","year":2005,"lang":"en","type":"article","venue":"The Review of litigation","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Argumentation theory; Rhetorical question; Context (archaeology); Sociology; Epistemology; Naturalism; Rhetoric; Representation (politics); Law; Politics; Political science; Linguistics; Philosophy; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00230023,0.00008434034,0.0001628255,0.00001662494,0.0005137285,0.00006233702,0.0002567807,0.0001217309,0.0001252236],"category_scores_gemma":[0.0001388956,0.00006616236,0.0001089361,0.0006826283,0.0005750688,0.0004553701,0.0000259961,0.0002588361,0.00002893307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521003,"about_ca_system_score_gemma":0.00014391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002842888,"about_ca_topic_score_gemma":0.00341579,"domain_scores_codex":[0.9981483,0.0005324112,0.0004248534,0.0001952799,0.0004823726,0.0002168093],"domain_scores_gemma":[0.9994018,0.0001072658,0.0001516123,0.0001926856,0.00009821395,0.0000483867],"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":[0.00001587952,0.001529314,0.01310364,0.001426426,0.00004907148,0.000003572435,0.2309142,0.0001414214,0.006500933,0.4754951,0.04585189,0.2249685],"study_design_scores_gemma":[0.002071973,0.0001018285,0.04524939,0.03283215,0.0001331727,0.000004996924,0.07000827,0.0004996893,0.004586658,0.06085977,0.7823594,0.001292706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7418496,0.08564404,0.0002972917,0.1425398,0.0008098628,0.003106672,0.00003865642,0.0001313963,0.02558272],"genre_scores_gemma":[0.9858164,0.01135696,0.0005313091,0.001360083,0.0002118198,0.0001265903,0.00006133474,0.000005798683,0.0005296693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7365075,"threshold_uncertainty_score":0.3951236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111745951855497,"score_gpt":0.3517583836578035,"score_spread":0.3306409241392486,"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."}}