{"id":"W7031674457","doi":"","title":"Editorial Foreword","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Editorial board; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Global challenges","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":[],"consensus_categories":[],"category_scores_codex":[0.003286538,0.001906241,0.001595422,0.003126767,0.003590571,0.008022195,0.002037034,0.006236295,0.1731397],"category_scores_gemma":[0.02360407,0.0006511531,0.001643548,0.001133283,0.001448804,0.003577796,0.002109367,0.008373966,0.1421487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002474776,"about_ca_system_score_gemma":0.003743418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261695,"about_ca_topic_score_gemma":0.00232725,"domain_scores_codex":[0.9956278,0.0005263403,0.0003982867,0.0006261235,0.002403623,0.0004178296],"domain_scores_gemma":[0.9793251,0.003457844,0.001056979,0.000898174,0.01194747,0.003314434],"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":[0.00001559316,0.000005598781,0.00001902583,0.00008058436,0.000002325046,0.0000390407,0.00001219646,0.000007799827,0.00004288457,0.0002393917,0.9930422,0.006493221],"study_design_scores_gemma":[0.00001020746,0.00001515584,0.00009503971,0.0002043515,0.000004173015,0.0001059396,0.00003964211,0.00001891451,0.00006513738,0.0004149915,0.9990196,0.000006802719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007186808,0.00317207,0.0001472754,0.03272797,0.9431436,0.00004429294,0.000179677,0.0001699406,0.0203433],"genre_scores_gemma":[0.001678022,0.005476334,0.0002805689,0.04232049,0.8293524,0.00007791043,0.0004159154,0.0003263007,0.1200721],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1731397,"threshold_uncertainty_score":0.5792102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139617284244584,"score_gpt":0.5563881224092572,"score_spread":0.3424263939847987,"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."}}