{"id":"W2905046585","doi":"10.1177/0741088318804534","title":"Registered Reports: Genre Evolution and the Research Article","year":2018,"lang":"en","type":"article","venue":"Written Communication","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Scholarship; Rhetorical question; Novelty; Sociology; Hybridity; Genre analysis; Phenomenon; Empirical research; Publishing; Psychology; Social science; Epistemology; Social psychology; Linguistics; Literature; Political science; Anthropology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002156561,0.00005823397,0.0001027557,0.00006045757,0.001431651,0.0002315517,0.0002460587,0.00001935871,0.0002805126],"category_scores_gemma":[0.0003471423,0.00003748408,0.00003394254,0.00007614064,0.003048594,0.0001858234,0.0002741157,0.000152849,0.00007002099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003410899,"about_ca_system_score_gemma":0.00001252633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224518,"about_ca_topic_score_gemma":0.00814795,"domain_scores_codex":[0.9988672,0.0004092485,0.0002203045,0.0001373462,0.0002223778,0.0001434966],"domain_scores_gemma":[0.9980636,0.0002122482,0.00009921181,0.001169918,0.0004360254,0.00001896819],"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":[0.00004318684,0.00004093286,0.0005403108,0.00000722966,0.00008857865,0.000001677921,0.0734064,2.865106e-7,0.00008543252,0.897781,0.02318278,0.004822195],"study_design_scores_gemma":[0.001261951,0.0001363175,0.007503376,0.0001582,0.0002259968,0.0000320312,0.2596077,0.002380492,0.0001886637,0.2219962,0.5061758,0.00033325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2408978,0.01045318,0.00008140069,0.02117904,0.0001326067,0.0003855339,0.000003017212,0.00009209051,0.7267753],"genre_scores_gemma":[0.9907441,0.0001842504,0.0001319459,0.0001636113,0.0003275588,0.00004491681,0.000006784202,0.000007866639,0.008389018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7498463,"threshold_uncertainty_score":0.9998683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020965790235753,"score_gpt":0.3569873170871209,"score_spread":0.2548907380635456,"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."}}