{"id":"W2772491291","doi":"10.31468/cjsdwr.612","title":"Lamberti, A. P. & Richards, A.R. (Eds.). (2011). Complex Worlds: Digital Culture, Rhetoric and Professional Communication. Amityville, NY: Baywood Publishing.","year":2017,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Information Society and Technology Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Rhetoric; Transformative learning; Publishing; Set (abstract data type); Divergence (linguistics); Sociology; Digital culture; Media studies; Computer science; Art; Philosophy; Literature; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007514537,0.0002220418,0.0003094882,0.00008610958,0.004557042,0.002089885,0.0008783379,0.0004253178,0.0002542017],"category_scores_gemma":[0.0008878266,0.0001886641,0.00008974483,0.0001196114,0.00223179,0.003893565,0.0006084236,0.0006387948,0.00005770555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005020486,"about_ca_system_score_gemma":0.000113402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002587955,"about_ca_topic_score_gemma":0.0004773322,"domain_scores_codex":[0.9983089,0.0001022795,0.0003639292,0.0003140575,0.0003862107,0.0005246456],"domain_scores_gemma":[0.9982921,0.0002225024,0.0004371018,0.0006378586,0.0002329664,0.0001774885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003558703,0.0002850502,0.1771753,0.00005332442,0.0001436049,0.000008302623,0.01518202,3.273295e-7,0.00001153753,0.1644547,0.5380598,0.1045904],"study_design_scores_gemma":[0.0009249566,0.00002986609,0.08278757,0.00008257777,0.00004068269,0.00001371984,0.02230663,0.00002532294,0.000009507244,0.009190424,0.8841449,0.000443843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3633596,0.0177438,0.0002272476,0.1249601,0.0008919312,0.0007669929,0.0004378983,0.00104557,0.4905668],"genre_scores_gemma":[0.9815623,0.003950843,0.0007484518,0.0008411888,0.00016942,0.00004087144,0.0002533851,0.00001388963,0.01241968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6182027,"threshold_uncertainty_score":0.9989461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120105116271599,"score_gpt":0.418630337817017,"score_spread":0.3066198261898571,"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."}}