{"id":"W2404304440","doi":"10.22230/src.2016v7n1a240","title":"Online Survey on Open Journal Systems in Germany and the Network OJS-de.net","year":2016,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Humanities; Political science; Ligne; Open source; Library science; Open source software; Sociology; Computer science; Art; Software; Geography; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.06896956,0.00007528943,0.0001345758,0.0001733624,0.0009609947,0.01877829,0.006257342,0.00005404923,0.000002850098],"category_scores_gemma":[0.005994827,0.00003945014,0.00001144991,0.0006292189,0.0003849768,0.02719555,0.00617337,0.001331263,0.00001403982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009813733,"about_ca_system_score_gemma":0.0001451638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785633,"about_ca_topic_score_gemma":0.001337129,"domain_scores_codex":[0.9839734,0.01427858,0.0002639225,0.0002649064,0.0007938993,0.0004252208],"domain_scores_gemma":[0.991486,0.006089447,0.0001165453,0.001743358,0.0004275872,0.0001370979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009106809,0.0004275822,0.04379848,0.0000408144,0.000102858,0.00003304489,0.001008902,0.00007096656,0.0002000334,0.7929794,0.02040327,0.140024],"study_design_scores_gemma":[0.002748033,0.0002164116,0.8894981,0.0004827279,0.000002447361,0.00002892003,0.0001982475,0.004923828,0.000005051392,0.01727896,0.08448518,0.0001321054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5560212,0.03254975,0.0309524,0.3623375,0.0004035114,0.005016449,0.00007714223,0.00008850241,0.01255358],"genre_scores_gemma":[0.9354577,0.06123692,0.001638451,0.0001948328,0.00005895086,0.00004831309,0.000009254045,0.00000749952,0.001348088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8456996,"threshold_uncertainty_score":0.9991193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2989601240536335,"score_gpt":0.467835378890824,"score_spread":0.1688752548371905,"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."}}