{"id":"W2995714616","doi":"10.22329/il.v39i4.6037","title":"Argumentative Strategies and Stylistic Devices","year":2019,"lang":"en","type":"article","venue":"Informal Logic","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Leiden; University of Windsor","keywords":"Argumentative; Argumentation theory; Dialectic; Identification (biology); Linguistics; Epistemology; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008467598,0.001205378,0.0007446727,0.005846634,0.002803264,0.01330033,0.001711601,0.002549127,0.003962345],"category_scores_gemma":[0.01594778,0.0006185442,0.0007060072,0.003902053,0.03185549,0.01435062,0.005235262,0.0030749,0.001203175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065367,"about_ca_system_score_gemma":0.001548482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732882,"about_ca_topic_score_gemma":0.0004803286,"domain_scores_codex":[0.9880284,0.008067106,0.0007532284,0.0008974381,0.00184241,0.0004113864],"domain_scores_gemma":[0.9893204,0.006906404,0.001093223,0.001571521,0.0008172844,0.0002910731],"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":[0.000003078436,0.000003290836,0.00003874405,0.00002565125,0.000002830333,0.00002774646,0.001122666,0.0001311018,0.0001032953,0.9966608,0.0001519174,0.001728753],"study_design_scores_gemma":[0.000009300212,0.000009288547,0.00008303722,0.00006808493,0.00000432035,0.0001026872,0.001035977,0.0006324448,0.0002013242,0.9770891,0.02075739,0.000007009838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04274494,0.01188242,0.5044222,0.01259569,0.0006200432,0.0003155168,0.0002765834,0.0004243868,0.4267181],"genre_scores_gemma":[0.8475534,0.004409302,0.1330211,0.0008577619,0.0004704704,0.0007094257,0.0002053311,0.0002097782,0.01256343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01330033,"threshold_uncertainty_score":0.04478151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407270061963045,"score_gpt":0.3093085103261368,"score_spread":0.2852358097065064,"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."}}