{"id":"W1966061097","doi":"10.3138/jsp.32.1.24","title":"Academic Publishing and the University Presses: The Case in a Developing Region (Saudi Arabia)","year":2000,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Islam; Face (sociological concept); Political science; Middle East; State (computer science); Library science; Management; Sociology; Geography; Social science; Economics; Law; Archaeology; 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":[0.003679367,0.0003100904,0.0004325723,0.001694676,0.0276275,0.02563739,0.001654266,0.009855908,0.01499587],"category_scores_gemma":[0.01168432,0.0005538411,0.000381869,0.004615479,0.0139723,0.009603999,0.007243026,0.006556183,0.00141776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01387127,"about_ca_system_score_gemma":0.01281873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1277598,"about_ca_topic_score_gemma":0.1621559,"domain_scores_codex":[0.9966439,0.001314282,0.0001087194,0.0001653096,0.0004741974,0.001293643],"domain_scores_gemma":[0.9831815,0.007763717,0.001958777,0.0005067118,0.001835005,0.004754386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001270204,0.0002268298,0.01766505,0.0002380078,0.00003194874,0.03489072,0.2084332,0.0003946741,0.0002580119,0.6796437,0.03033174,0.02775921],"study_design_scores_gemma":[0.00008241577,0.00009874653,0.01811197,0.001006702,0.00006378852,0.006966064,0.3847228,0.0007077724,0.0004201174,0.0350107,0.5527285,0.00008044567],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4514975,0.02058107,0.0004382643,0.1685946,0.0004621764,0.00004882847,0.00007164396,0.00003388846,0.358272],"genre_scores_gemma":[0.9640626,0.006765816,0.0002260291,0.004631736,0.0002123954,0.00002048192,0.00001609893,0.00002072124,0.02404413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9743626,"threshold_uncertainty_score":0.2540323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04331760572904371,"score_gpt":0.273924413964856,"score_spread":0.2306068082358123,"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."}}