{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002632722,0.00006471737,0.00009215859,0.00007806365,0.0005205093,0.01082968,0.001517019,0.00003374866,0.002089152],"category_scores_gemma":[0.0000183451,0.000051832,0.00003100193,0.00003365445,0.00003678743,0.01294446,0.0003442244,0.0003378133,0.0002350512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000131895,"about_ca_system_score_gemma":0.00005037348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000481848,"about_ca_topic_score_gemma":0.00001181737,"domain_scores_codex":[0.9994043,0.0000879513,0.0001856923,0.00008264648,0.0001141749,0.0001252221],"domain_scores_gemma":[0.9994615,0.00003287,0.00008384755,0.0003316562,0.0000273632,0.00006281224],"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":[0.000005833073,0.0000433955,0.0002677926,0.000004013449,0.00001189182,0.000002051915,0.003287771,0.000005711454,0.00001269099,0.4857868,0.4991507,0.01142131],"study_design_scores_gemma":[0.0001355602,0.00002206516,0.0001181232,0.00002993879,0.000003439314,0.00001781791,0.0008136065,0.0001365855,0.00002697097,0.00299913,0.9956157,0.00008105794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02119594,0.001889153,0.00001822882,0.01359337,0.0005603752,0.0001284555,0.0000127154,0.0002276008,0.9623742],"genre_scores_gemma":[0.867036,0.00007914347,0.0007676187,0.0008992474,0.001563197,0.00001125716,0.00002780032,0.00001829552,0.1295974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8458401,"threshold_uncertainty_score":0.998823,"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."}}