{"id":"W7134994747","doi":"","title":"Creating Contexts: Writing Introductions across genres, Christine B. Feak and John M. Swales (2011). Navigating Academia: Writing supporting genres, John M. Swales and Christine B. Feak (2011)","year":2012,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Swale; Genre analysis; Metis; Narrative","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006771656,0.001290272,0.0004363968,0.003053375,0.008168312,0.01526547,0.001331762,0.00320804,0.01247162],"category_scores_gemma":[0.01934177,0.0008432029,0.0005494729,0.002315048,0.007370676,0.02104265,0.006046742,0.004440603,0.005859611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415993,"about_ca_system_score_gemma":0.004329904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007946673,"about_ca_topic_score_gemma":0.02277806,"domain_scores_codex":[0.9967295,0.001795034,0.0002045503,0.0004062653,0.0006983085,0.0001662801],"domain_scores_gemma":[0.9892819,0.006390366,0.000607268,0.0003756324,0.00205953,0.001285281],"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":[0.0001337402,0.0001252907,0.001674451,0.001126467,0.00002402778,0.0004117558,0.1230788,0.0001961386,0.002389012,0.05630311,0.4962683,0.3182688],"study_design_scores_gemma":[0.00002784642,0.00006122016,0.002709869,0.001414362,0.00003367869,0.0005323511,0.06850321,0.0002118272,0.001430055,0.02762276,0.8974145,0.00003817661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02487742,0.2230003,0.08695476,0.3401614,0.03073435,0.0004983807,0.0008029267,0.001648291,0.2913221],"genre_scores_gemma":[0.2957282,0.2126887,0.1150661,0.03510012,0.009365862,0.001027659,0.001233917,0.001948691,0.3278408],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9847345,"threshold_uncertainty_score":0.0417217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423488348479878,"score_gpt":0.2904807597727207,"score_spread":0.2662458762879219,"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."}}