{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002010389,0.001112373,0.001024452,0.0003060701,0.0002919066,0.0004536397,0.002329653,0.0007098993,0.0303381],"category_scores_gemma":[0.00002988151,0.0008974476,0.0004500206,0.001776975,0.0006947897,0.0002153503,0.0007108945,0.001071449,0.03908564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008811038,"about_ca_system_score_gemma":0.0003991347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008492352,"about_ca_topic_score_gemma":0.05182001,"domain_scores_codex":[0.9959719,0.0003774195,0.0004284889,0.001206423,0.001092748,0.0009230075],"domain_scores_gemma":[0.9971654,0.000309733,0.0005587551,0.00156288,0.0000547717,0.0003484613],"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":[0.0001408041,0.00005310319,0.0006259221,0.00003660508,0.001011241,0.0001737357,0.0003272234,0.0001271104,0.000006045029,0.002211606,0.9942747,0.001011872],"study_design_scores_gemma":[0.0007507837,0.00003057981,0.0007227877,0.0006060454,0.0006253708,0.000005506776,0.001819605,0.0004398585,0.000004810957,0.0005874952,0.9933935,0.001013691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003845271,0.008745863,0.0001706536,0.001249718,0.002036071,0.0007458358,0.005861539,0.00213466,0.9786711],"genre_scores_gemma":[0.004905352,0.0001359889,0.0008243258,0.001207573,0.006871985,0.00002168174,0.001238989,0.001753855,0.9830403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04332766,"threshold_uncertainty_score":0.9993476,"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."}}