{"id":"W2808713162","doi":"10.7202/1046984ar","title":"Writing about Writers","year":2018,"lang":"en","type":"article","venue":"Mémoires du livre","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Academic writing; Section (typography); Field (mathematics); Professional writing; Creative writing; Sociology; Literature; Social science; Computer science; Pedagogy; Art","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":[0.004677281,0.0005658005,0.0004521852,0.002564171,0.006550445,0.01115943,0.0007388646,0.001448636,0.01809542],"category_scores_gemma":[0.02643743,0.0002233391,0.0003596965,0.002142723,0.008322887,0.007912844,0.004449981,0.002610071,0.003904367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163473,"about_ca_system_score_gemma":0.002792132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006556113,"about_ca_topic_score_gemma":0.001075195,"domain_scores_codex":[0.988303,0.007217368,0.0005362111,0.0009098271,0.002582936,0.0004507118],"domain_scores_gemma":[0.9735044,0.01898139,0.002534384,0.001544297,0.002409204,0.001026195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009988796,0.00005537812,0.003529463,0.001919893,0.00003337631,0.0008914242,0.3673335,0.0001161586,0.001681994,0.334683,0.06136755,0.2282883],"study_design_scores_gemma":[0.000007417314,0.00003992378,0.001946541,0.001135322,0.00001333982,0.001171069,0.07864154,0.00006205906,0.0007938788,0.02287,0.8932979,0.00002102078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1069315,0.05270735,0.01388955,0.04674604,0.009007498,0.0001464667,0.000436876,0.0005107906,0.7696239],"genre_scores_gemma":[0.821213,0.0245431,0.007940892,0.007830099,0.005083667,0.0001201563,0.000374608,0.0004574032,0.132437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01809542,"threshold_uncertainty_score":0.06053513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114947818231513,"score_gpt":0.2583946835195199,"score_spread":0.2372452053372048,"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."}}