{"id":"W4417082494","doi":"10.59350/mm9n1-5nd08","title":"OJS Turns 15","year":2016,"lang":"","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyberinfrastructure; Perspective (graphical); Term (time); Index (typography); Key (lock)","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":["metaresearch","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007704801,0.0003194045,0.0004894065,0.0003693066,0.0002555067,0.003577839,0.007141709,0.000510751,0.07980933],"category_scores_gemma":[0.01332623,0.0001415286,0.0002203085,0.001407431,0.0004295932,0.008346567,0.001474166,0.0004531048,0.02916758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009714916,"about_ca_system_score_gemma":0.0004444289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001237146,"about_ca_topic_score_gemma":0.00004586099,"domain_scores_codex":[0.9934015,0.0003805315,0.001324154,0.001227479,0.002795927,0.0008704166],"domain_scores_gemma":[0.9931937,0.003769599,0.0004506276,0.001373399,0.0005715245,0.0006411882],"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":[0.00002359886,0.00003416862,0.01032946,0.000001850176,0.00001621759,0.000008393536,0.0003967292,6.409616e-7,0.0003160021,0.0082278,0.5702023,0.4104428],"study_design_scores_gemma":[0.0007717992,0.00005827433,0.006112994,0.0000974585,0.00001562314,0.00002060848,0.0007879328,0.0002066011,0.001549223,0.07074957,0.9191873,0.0004426315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04918379,0.001667782,0.05577605,0.1217073,0.006947539,0.0003234817,0.00005023136,0.0001601436,0.7641836],"genre_scores_gemma":[0.6663743,0.00029766,0.0003311287,0.002546868,0.0005271815,0.000003876752,3.381507e-7,0.00001379299,0.3299049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6171905,"threshold_uncertainty_score":0.9982301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09212599040626912,"score_gpt":0.4019238472864049,"score_spread":0.3097978568801358,"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."}}