{"id":"W2914136328","doi":"10.3138/jsp.50.2.03","title":"Transitioning Specialized and Developing Journals into a University Press","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":"Audience measurement; Reputation; Prestige; Publishing; Set (abstract data type); Public relations; Circulation (fluid dynamics); Business; Marketing; Political science; Computer science; Advertising; Law; Engineering","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":[0.01801327,0.000395781,0.0003245915,0.002418666,0.004347473,0.02528085,0.002092343,0.003507613,0.02489628],"category_scores_gemma":[0.03332373,0.0006513756,0.0006045878,0.002491774,0.003332414,0.01297993,0.009975311,0.00621706,0.0137591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130287,"about_ca_system_score_gemma":0.01801248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132724,"about_ca_topic_score_gemma":0.002189458,"domain_scores_codex":[0.9916297,0.003181565,0.0008453,0.0007728724,0.001981484,0.001589071],"domain_scores_gemma":[0.934302,0.005950201,0.004029684,0.003988982,0.009943155,0.0417861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003885218,0.003126918,0.02400465,0.0008020931,0.00004998627,0.002261865,0.0188975,0.001313654,0.01250405,0.2088962,0.1407405,0.587014],"study_design_scores_gemma":[0.0001418974,0.001485988,0.03276479,0.0005424187,0.00002720399,0.001814678,0.02875684,0.001337669,0.004459044,0.05126984,0.8772758,0.0001238212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3431985,0.00560619,0.05391384,0.1845458,0.007756707,0.002538951,0.000304799,0.00286983,0.3992655],"genre_scores_gemma":[0.7144242,0.004940103,0.129221,0.0222702,0.003124533,0.0008740957,0.0004147654,0.0005666582,0.1241645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9747192,"threshold_uncertainty_score":0.09526443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099496318155985,"score_gpt":0.240663521263256,"score_spread":0.1896685580816962,"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."}}