{"id":"W4213415797","doi":"10.31468/dwr.883","title":"Embedded Genres","year":2021,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"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":[0.004216839,0.0006400528,0.0005056913,0.005174457,0.003402079,0.01034145,0.001342758,0.001536738,0.01985813],"category_scores_gemma":[0.01068396,0.0003196251,0.0006974948,0.003462244,0.01005023,0.009901484,0.004879334,0.00245085,0.003405715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002587453,"about_ca_system_score_gemma":0.0012361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158356,"about_ca_topic_score_gemma":0.0009247974,"domain_scores_codex":[0.9945081,0.002346832,0.00043907,0.0008015898,0.001421144,0.0004833018],"domain_scores_gemma":[0.9919704,0.00326485,0.0007890264,0.001940235,0.001163756,0.0008717932],"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":[0.00002145971,0.00001308348,0.0005739551,0.00008755543,0.000006428043,0.0001527949,0.0149005,0.00008094642,0.0004723737,0.9627802,0.002526501,0.01838417],"study_design_scores_gemma":[0.00002048427,0.00004084387,0.001432797,0.0003715237,0.00001547886,0.0009031736,0.01307943,0.0008786051,0.0007832412,0.5113599,0.4710897,0.00002486205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05079905,0.004119263,0.1030267,0.004288743,0.002030682,0.00030505,0.0006858259,0.0003389271,0.8344058],"genre_scores_gemma":[0.7831424,0.003144344,0.06305049,0.001037185,0.001377267,0.0004641356,0.001116285,0.0006211656,0.1460465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01985813,"threshold_uncertainty_score":0.06643206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078679906126616,"score_gpt":0.3912341706343424,"score_spread":0.2833661800216808,"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."}}