{"id":"W6950521038","doi":"10.5446/50127","title":"Global Shutdown: Voices from Universities Around the World","year":2020,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; State (computer science); Blessing; Digital learning; Educational technology; Institution; Task (project management); Lifelong learning; Information technology; E learning","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":[0.02189597,0.001486388,0.00153062,0.002787972,0.03284729,0.03279337,0.003269891,0.01988417,0.009727065],"category_scores_gemma":[0.02527236,0.0009320261,0.001121318,0.004649263,0.01447057,0.01815484,0.03514566,0.02140722,0.001998214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064746,"about_ca_system_score_gemma":0.0149142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01711339,"about_ca_topic_score_gemma":0.01698038,"domain_scores_codex":[0.9797878,0.00762179,0.0006450473,0.0009610833,0.002821845,0.008162354],"domain_scores_gemma":[0.9637972,0.01068058,0.002086312,0.0009187897,0.004155066,0.01836211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001982759,0.0001056501,0.007019688,0.0005959904,0.00004962512,0.003162018,0.7725643,0.0002527513,0.001573437,0.02260848,0.1466523,0.0452175],"study_design_scores_gemma":[0.000007086664,0.00005092452,0.00158939,0.0004842026,0.00001282615,0.0004004361,0.7628903,0.00008212052,0.0002667079,0.001610097,0.2325075,0.00009838123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2044209,0.03845811,0.001176967,0.6951655,0.01638656,0.00009415548,0.0002807513,0.0002234535,0.04379354],"genre_scores_gemma":[0.6648864,0.01903787,0.000724155,0.2770804,0.004262832,0.000143029,0.0001928356,0.0003477581,0.03332478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03284729,"threshold_uncertainty_score":0.1157983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183744677318635,"score_gpt":0.2409386851994475,"score_spread":0.2291012384262612,"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."}}