{"id":"W4391383122","doi":"10.23974/ijol.2024.vol8.4.369","title":"Guest Editorial: Navigating the Global Landscape of Scholarly Communication: A Special Issue Exploration","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003320672,0.0002054664,0.0003272949,0.0001603372,0.0003127133,0.003452214,0.002629493,0.0006874353,0.0004483406],"category_scores_gemma":[0.007301358,0.0001686501,0.0002248501,0.0007394303,0.000284357,0.004979766,0.0001615362,0.001971846,0.00007310115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785473,"about_ca_system_score_gemma":0.005479146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003058573,"about_ca_topic_score_gemma":0.0005168752,"domain_scores_codex":[0.9939293,0.0008834252,0.001152477,0.0002035938,0.003650969,0.0001801918],"domain_scores_gemma":[0.9913689,0.001401593,0.001677868,0.0003259707,0.005103974,0.000121674],"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":[0.0001096434,0.00007143753,0.0001612101,0.00001603502,0.0001724162,0.000005838466,0.01039396,0.00001276121,0.000001635308,0.01582078,0.971294,0.001940298],"study_design_scores_gemma":[0.0003240796,0.00005668194,0.00002679289,0.0006939492,0.00008176824,0.000002730927,0.009915973,0.000003212126,0.00001335445,0.01985382,0.9688873,0.0001402941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007188207,0.001142225,0.00004160414,0.04269018,0.9227287,0.0001707388,0.0001802541,0.0000286054,0.03294585],"genre_scores_gemma":[0.002906624,0.001184555,0.0003525373,0.0001143069,0.9940535,0.00001306903,0.0002124627,0.00002635479,0.001136555],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07132488,"threshold_uncertainty_score":0.9975823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585866747279544,"score_gpt":0.3669872914293651,"score_spread":0.3411286239565696,"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."}}