{"id":"W2912618434","doi":"10.3138/jsp.50.2.04","title":"When Literature Scholars Write for General Readers: A Two-Person, First-Person Essay","year":2019,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rigour; Narrative; Mainstream; Context (archaeology); Sociology; Value (mathematics); Professional writing; The Internet; Media studies; Aesthetics; Epistemology; Literature; Pedagogy; Law; History; Political science; Computer science; World Wide Web; Art; 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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00945648,0.0008676453,0.0007950774,0.001544334,0.01423843,0.02511813,0.001665028,0.00884045,0.003624612],"category_scores_gemma":[0.04373819,0.0005992862,0.0004720712,0.001384208,0.02130958,0.01567993,0.01037927,0.01025599,0.001409699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004105624,"about_ca_system_score_gemma":0.003238651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007813735,"about_ca_topic_score_gemma":0.0015556,"domain_scores_codex":[0.9804997,0.01356608,0.000516901,0.001924389,0.002181176,0.001311762],"domain_scores_gemma":[0.9750512,0.01687662,0.002273109,0.001294354,0.001853839,0.002650897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003386519,0.00005832398,0.0007492417,0.0001191939,0.00001039176,0.001560071,0.9428024,0.00003146376,0.0008245484,0.02927393,0.0161268,0.008409759],"study_design_scores_gemma":[0.00001353536,0.00006240376,0.0006275283,0.0003667655,0.000008305636,0.001772625,0.799514,0.00009076525,0.0005384042,0.008049735,0.1889287,0.00002726369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5741989,0.01083993,0.01691131,0.1759279,0.01557559,0.0003265824,0.0001644032,0.0002889611,0.2057664],"genre_scores_gemma":[0.9221568,0.00231181,0.004556751,0.01583959,0.003001091,0.0002373081,0.00007929891,0.0002897053,0.05152773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9748819,"threshold_uncertainty_score":0.05001128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05747061970032791,"score_gpt":0.2548084460867294,"score_spread":0.1973378263864015,"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."}}