{"id":"W2725320123","doi":"10.1353/esc.2016.0019","title":"If What We Do Matters: Motives of Research in Canadian Literature Scholarship","year":2016,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Wonder; Skepticism; Insider; Sociology; Variety (cybernetics); Canadian literature; Field (mathematics); Media studies; Law; Literature; Political science; Epistemology; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06059244,0.0006546801,0.001335744,0.008532241,0.114526,0.04707092,0.004888193,0.01275608,0.00635168],"category_scores_gemma":[0.08011845,0.001275815,0.0008692038,0.01680626,0.0831231,0.0134877,0.02109094,0.0128582,0.0008015495],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2977639,"about_ca_system_score_gemma":0.4109716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648646,"about_ca_topic_score_gemma":0.9784551,"domain_scores_codex":[0.9153098,0.03229682,0.001770537,0.004117351,0.02530338,0.021202],"domain_scores_gemma":[0.8829359,0.03994135,0.004958071,0.00306871,0.0300885,0.03900746],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006849242,0.00005023156,0.008376093,0.0002132964,0.00003693092,0.0007461384,0.4993506,0.0001540736,0.0003863787,0.4139835,0.05779181,0.01884248],"study_design_scores_gemma":[0.00002479558,0.00003026076,0.008617432,0.0006796627,0.00004339245,0.0001881857,0.6662936,0.0004362154,0.0002790927,0.0424548,0.280679,0.0002735367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1638348,0.01683952,0.002234635,0.6511956,0.002003868,0.0001902846,0.0002123252,0.0001054407,0.1633836],"genre_scores_gemma":[0.9454622,0.003949614,0.001481348,0.02768687,0.000267799,0.00009614285,0.00006416831,0.0001583442,0.02083348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9394076,"threshold_uncertainty_score":0.8144944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231843341053194,"score_gpt":0.3399542357938348,"score_spread":0.2167699016885153,"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."}}