{"id":"W4292144446","doi":"10.3217/jucs-016-14","title":"JUCS - Journal of Universal Computer Science","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Column (typography); Computer science; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003469899,0.0008482739,0.001364405,0.004070987,0.002918539,0.01160861,0.001912359,0.001992961,0.1882627],"category_scores_gemma":[0.02038054,0.0005390458,0.0007735301,0.003866218,0.002225062,0.007101369,0.004505323,0.004406303,0.1223073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580666,"about_ca_system_score_gemma":0.004754137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043275,"about_ca_topic_score_gemma":0.001242713,"domain_scores_codex":[0.995371,0.0007053139,0.000383073,0.0006589106,0.002415805,0.0004659236],"domain_scores_gemma":[0.9851634,0.003718196,0.0004962461,0.002938226,0.004956701,0.002727194],"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":[0.0000458532,0.0000508688,0.0004637621,0.0004912343,0.00001780502,0.00008068467,0.0001333539,0.0002700039,0.000610703,0.04451088,0.8102567,0.1430681],"study_design_scores_gemma":[0.000005442814,0.00001549649,0.0004301578,0.0002180846,0.000004818471,0.0001742801,0.0000937855,0.0004365956,0.0001732666,0.0119182,0.9865205,0.000009358585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00644445,0.06207094,0.03027003,0.05018058,0.1854399,0.0004023892,0.003378472,0.005360947,0.6564523],"genre_scores_gemma":[0.05760871,0.05558015,0.01714812,0.01170271,0.07581643,0.0005020947,0.00677394,0.006967213,0.7679007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9883914,"threshold_uncertainty_score":0.6298014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370486443762683,"score_gpt":0.2323005998323314,"score_spread":0.1585957353947046,"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."}}