{"id":"W2002354079","doi":"10.3138/jsp.41.4.428","title":"Scholar as E-Publisher","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); World Wide Web; Library science; Political science; Computer science; Data science; Public relations","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":[0.005529656,0.000628677,0.001222269,0.004696627,0.005085725,0.03409888,0.002193014,0.00398085,0.2109475],"category_scores_gemma":[0.02305257,0.0005333518,0.0004280383,0.009049664,0.003017103,0.02102614,0.008471074,0.004485349,0.1268192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372498,"about_ca_system_score_gemma":0.006592922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003785084,"about_ca_topic_score_gemma":0.001228959,"domain_scores_codex":[0.9930465,0.001490686,0.0005642012,0.0008989021,0.003509527,0.0004902359],"domain_scores_gemma":[0.9771019,0.004252526,0.001130774,0.004296119,0.005410187,0.007808446],"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":[0.00002906136,0.0000737975,0.001206451,0.000365363,0.00001527959,0.0003112385,0.001952282,0.0000986551,0.0003791629,0.2259367,0.5731325,0.1964996],"study_design_scores_gemma":[0.000004630927,0.0000138765,0.0001598174,0.00007700148,0.00000469489,0.000204929,0.0003884596,0.00007830409,0.0001310617,0.01123678,0.9876935,0.000007130046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002416063,0.006982065,0.003119618,0.02239106,0.02741531,0.00008139713,0.0003548581,0.001833538,0.935406],"genre_scores_gemma":[0.02357035,0.005469027,0.002152423,0.003839065,0.006039761,0.00005568456,0.000339055,0.0008205026,0.9577142],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9659011,"threshold_uncertainty_score":0.7056897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056446625088485,"score_gpt":0.3292665821171932,"score_spread":0.3087021158663084,"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."}}