{"id":"W1563885251","doi":"10.1108/07378830510636300","title":"Open Journal Systems","year":2005,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publishing; Computer science; Insider; Originality; World Wide Web; Electronic publishing; Publication; Library science; The Internet; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02211447,0.000885186,0.001108002,0.01026386,0.006666531,0.03416445,0.004623293,0.004857401,0.1410438],"category_scores_gemma":[0.09009752,0.0009803342,0.001101977,0.01177961,0.00496035,0.02828415,0.01954739,0.004019159,0.08979031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651352,"about_ca_system_score_gemma":0.009923663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414915,"about_ca_topic_score_gemma":0.001382918,"domain_scores_codex":[0.9733267,0.007401315,0.003215757,0.003099023,0.01123247,0.00172468],"domain_scores_gemma":[0.8977884,0.0203706,0.007941282,0.03862742,0.02262242,0.01264985],"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":[0.00008065786,0.00007182059,0.001192036,0.0008378217,0.00004457758,0.000196569,0.001394284,0.0002868848,0.000459944,0.3550813,0.4493202,0.1910339],"study_design_scores_gemma":[0.00001298019,0.00001445464,0.0002631792,0.0001710425,0.000006651876,0.0001418457,0.0002046062,0.0001723529,0.0001204078,0.01823057,0.980644,0.0000179565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004184806,0.009225462,0.06826304,0.04675809,0.01871413,0.001074297,0.006245329,0.01815786,0.827377],"genre_scores_gemma":[0.1189832,0.02104211,0.09083869,0.02253202,0.02761226,0.002311546,0.01811405,0.01370563,0.6848605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9658356,"threshold_uncertainty_score":0.4718384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464594909309639,"score_gpt":0.2457894410662516,"score_spread":0.1911434919731552,"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."}}