{"id":"W7014579548","doi":"","title":"Plain Language and Ethical Action: A Dialogic Approach to Technical Content in the Twenty-First Century","year":2015,"lang":"en","type":"article","venue":"Scholar Works  (Boise State University)","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plain language; Grassroots; Dialogic; Variety (cybernetics); Work (physics); Action (physics); Plain English; Resource (disambiguation)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01190402,0.0008377846,0.0004895871,0.003564192,0.01116004,0.01717276,0.001712411,0.004094714,0.003600418],"category_scores_gemma":[0.01297269,0.0004276575,0.0004933616,0.00249733,0.0760102,0.01600537,0.008244979,0.005341174,0.0004549623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046007,"about_ca_system_score_gemma":0.006725986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952985,"about_ca_topic_score_gemma":0.003122525,"domain_scores_codex":[0.9778963,0.01932995,0.0003506322,0.0005356319,0.001147176,0.0007402527],"domain_scores_gemma":[0.9836144,0.01352545,0.0007773008,0.0006703318,0.0007860435,0.0006264665],"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":[0.00001180969,0.00001707058,0.0001941435,0.000107746,0.000003370041,0.0001965262,0.2393522,0.0001914797,0.0002793753,0.7510226,0.002146268,0.00647739],"study_design_scores_gemma":[0.00001662199,0.00006360096,0.0006831725,0.0007868548,0.000009569499,0.0005435751,0.317997,0.0009643584,0.000829581,0.3663166,0.311751,0.00003810717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.101068,0.01358179,0.1633034,0.04710591,0.001215695,0.000410083,0.00007778306,0.0002362388,0.6730011],"genre_scores_gemma":[0.9351205,0.002992451,0.02491848,0.002290558,0.0002197341,0.0004336674,0.00004103246,0.0001719352,0.03381174],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01717276,"threshold_uncertainty_score":0.07589352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06010845362268035,"score_gpt":0.25631717141987,"score_spread":0.1962087177971896,"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."}}