{"id":"W4240327873","doi":"10.3138/jsp.44.2.001","title":"Stakeholders, Service, and the Future of University Press Publishing","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Stakeholder; Order (exchange); Service (business); Value (mathematics); Public relations; Revenue; Sociology; Business; Entrepreneurship; Stakeholder theory; Management; Marketing; Knowledge management; Political science; Computer science; Economics","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":[0.01177784,0.000160492,0.0002762935,0.003303812,0.005280588,0.02761823,0.0008064255,0.003483989,0.01068119],"category_scores_gemma":[0.0342111,0.0002206154,0.0002478657,0.005178124,0.006659067,0.01656233,0.003981797,0.002043399,0.001410614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006842951,"about_ca_system_score_gemma":0.009914601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255676,"about_ca_topic_score_gemma":0.003043046,"domain_scores_codex":[0.9849899,0.009841133,0.0004780421,0.0003901218,0.002547719,0.001753171],"domain_scores_gemma":[0.9648949,0.01607594,0.004149173,0.001546643,0.004680471,0.008652871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008646456,0.0001959182,0.02633331,0.0002126705,0.00001769446,0.0007703144,0.01955889,0.0004911949,0.0004067747,0.8350549,0.02409724,0.0927747],"study_design_scores_gemma":[0.00003642315,0.0001096953,0.02419311,0.0007267807,0.00002829773,0.00105849,0.1145615,0.002788232,0.001180009,0.449769,0.4054624,0.00008593979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2508131,0.007267972,0.004615536,0.2187816,0.0004806285,0.00009198351,0.0001869164,0.0001130578,0.5176492],"genre_scores_gemma":[0.9889418,0.001370854,0.0006762764,0.001335477,0.0001808505,0.00002542529,0.00003238212,0.00001134939,0.007425567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9723818,"threshold_uncertainty_score":0.06228787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4936108959436912,"score_gpt":0.4376319492990671,"score_spread":0.05597894664462416,"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."}}