{"id":"W2994561925","doi":"10.1353/esc.2017.0049","title":"Do We Need New Method Names? Descriptions of Method in Scholarship on Canadian Literature","year":2017,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Göteborgs Universitet; Chalmers Tekniska Högskola; University of the Fraser Valley; Monash University; Dartmouth College","keywords":"Scholarship; Rhetorical question; Discipline; Reading (process); Literary criticism; Sociology; Field (mathematics); Literature; Psychology; Epistemology; History; Linguistics; Social science; Law; Political science; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007733249,0.0002720943,0.0006516186,0.0004385677,0.0006358703,0.0002540932,0.0005944731,0.00005402592,0.0003187516],"category_scores_gemma":[0.002899161,0.000236327,0.00009757903,0.0001471782,0.0002248408,0.0003718663,0.0001469324,0.0005248347,0.000001674257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122802,"about_ca_system_score_gemma":0.001248493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913792,"about_ca_topic_score_gemma":0.9999517,"domain_scores_codex":[0.9981387,0.0002208482,0.0004314234,0.0003692074,0.0003601757,0.0004796952],"domain_scores_gemma":[0.9981785,0.0003827334,0.0002121531,0.0007162457,0.0003636363,0.0001466631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004039716,0.00007045263,0.02062829,0.0002026819,0.0012936,0.0005917823,0.6205507,0.0006562509,0.000004240176,0.1783857,0.1408042,0.03677179],"study_design_scores_gemma":[0.001097247,0.00006599435,0.007527337,0.002080456,0.0001781827,0.000001833372,0.4840124,0.00003977094,0.00006745436,0.008090028,0.4961429,0.0006963782],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1289937,0.1207395,0.00003583298,0.01834781,0.01567727,0.001266346,0.001255605,0.00008255783,0.7136014],"genre_scores_gemma":[0.9900702,0.001156392,0.002387715,0.0005055116,0.000846148,0.0000387843,0.000008416878,0.00002852514,0.004958296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8610765,"threshold_uncertainty_score":0.9637135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692602852252114,"score_gpt":0.361780533513304,"score_spread":0.2848545049907829,"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."}}