{"id":"W4246479737","doi":"10.3138/jsp.37.1.1","title":"Journals as Innovators and the Innovation of Journals: The Council of Editors of Learned Journals Keynote Addresses MLA Convention 2004","year":2005,"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":"Theme (computing); Convention; Sociology; Media studies; Library science; Social science; Computer science","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":[0.08795803,0.001758237,0.00191391,0.006788945,0.02034147,0.07024157,0.008873812,0.04197104,0.02906924],"category_scores_gemma":[0.1368615,0.002118947,0.001231001,0.005954294,0.01432137,0.03178553,0.01602527,0.03028668,0.008822973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03003028,"about_ca_system_score_gemma":0.07068348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362774,"about_ca_topic_score_gemma":0.02763121,"domain_scores_codex":[0.9101809,0.01509904,0.008046248,0.007330657,0.04719279,0.01215018],"domain_scores_gemma":[0.7864063,0.05212984,0.018099,0.009798891,0.06548437,0.0680816],"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":[0.00002602905,0.00002972877,0.0001303055,0.00016585,0.000005551919,0.0001285204,0.00131389,0.00003126699,0.0001764114,0.02125161,0.9618154,0.01492548],"study_design_scores_gemma":[0.00001429262,0.00001209903,0.0003237107,0.000225005,0.000003064469,0.00003204097,0.000878233,0.00003619765,0.00008494626,0.003146398,0.995217,0.00002694862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006937171,0.0153985,0.000376214,0.8800662,0.08373776,0.00009547034,0.00007999119,0.0001181253,0.019434],"genre_scores_gemma":[0.04344821,0.01921173,0.004052357,0.3678169,0.2739594,0.0005483516,0.000327195,0.0007852384,0.2898505],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9297584,"threshold_uncertainty_score":0.4651721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572847394257078,"score_gpt":0.3139568652556486,"score_spread":0.1566721258299408,"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."}}