{"id":"W887338754","doi":"","title":"Open Access-Zeitschriften für Bibliothek und Information: ein Überblick über die jüngste Entwicklung","year":2014,"lang":"de","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; German; Quarter (Canadian coin); Political science; Access to information; Humanities; Information access; Computer science; Art; Geography","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0003769574,0.0004717243,0.0007510801,0.0009134144,0.004390639,0.009328905,0.003745203,0.0002690771,0.005401781],"category_scores_gemma":[0.00003212585,0.0005072309,0.0003265659,0.0007986609,0.0005634568,0.03501917,0.004489307,0.0003445921,0.0007158575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008339735,"about_ca_system_score_gemma":0.0003418049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022502,"about_ca_topic_score_gemma":0.0008253863,"domain_scores_codex":[0.9973575,0.000188048,0.000812042,0.0004026469,0.0006995215,0.0005401943],"domain_scores_gemma":[0.9966461,0.0001623382,0.001449946,0.0007995614,0.000627203,0.0003148578],"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":[0.001014621,0.0005604622,0.002860838,0.001940615,0.002649525,0.00003622441,0.1991864,0.0001894047,0.00005740365,0.2503537,0.5257519,0.01539888],"study_design_scores_gemma":[0.001558363,0.0003339309,0.003412127,0.0002688364,0.0003333707,0.000005080793,0.02428001,0.001505093,0.0001863307,0.0001569776,0.9673365,0.0006233693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06654791,0.004337339,0.0004697961,0.004383769,0.00335376,0.001042446,0.0002627231,0.0002609963,0.9193413],"genre_scores_gemma":[0.8506039,0.004478512,0.001404761,0.005239668,0.002917506,0.000008710342,0.001337575,0.0001130669,0.1338963],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.785445,"threshold_uncertainty_score":0.9997379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633129002871127,"score_gpt":0.2561553032027533,"score_spread":0.2298240131740421,"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."}}