{"id":"W1986361915","doi":"10.1353/scp.2004.0003","title":"The Journal of Scholarly Publishing : Continuing and Enhancing the Tradition","year":2003,"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":"Publishing; Field (mathematics); Library science; Scholarly communication; Political science; Sociology; Media studies; Computer science; Law","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":[0.02686901,0.0007188243,0.001358141,0.003820293,0.0119303,0.05111253,0.002504054,0.008243611,0.007693346],"category_scores_gemma":[0.05921456,0.0006322686,0.0005645216,0.005194518,0.02183464,0.03905144,0.01426135,0.01464731,0.003612919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990666,"about_ca_system_score_gemma":0.02035183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000938725,"about_ca_topic_score_gemma":0.003179245,"domain_scores_codex":[0.987772,0.004432494,0.001304708,0.0009001946,0.004944441,0.0006462859],"domain_scores_gemma":[0.8849061,0.04429778,0.006813524,0.009913284,0.02904774,0.0250215],"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":[0.00006347284,0.00009461061,0.001182863,0.001625088,0.00002758161,0.0004608766,0.02120726,0.00009678148,0.001023649,0.2201187,0.4424591,0.31164],"study_design_scores_gemma":[0.00001326505,0.00004160832,0.0004813836,0.0006474129,0.0000178294,0.00057714,0.004630479,0.0001065955,0.0001658311,0.04997607,0.9433168,0.00002562972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004711857,0.08912826,0.008920377,0.6750609,0.148597,0.00007419355,0.00004179485,0.0005353413,0.07293032],"genre_scores_gemma":[0.1783709,0.1892062,0.04904297,0.1236168,0.3781099,0.0003008916,0.0001134053,0.001454308,0.07978465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9488875,"threshold_uncertainty_score":0.1420986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813072293654406,"score_gpt":0.2283271632792117,"score_spread":0.1901964403426676,"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."}}