{"id":"W6931386768","doi":"10.5281/zenodo.4892127","title":"Editorial Solidarity and Hope","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Confusion; Pandemic; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Anxiety","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003131714,0.00006373787,0.00006861101,0.000038098,0.001051813,0.002084279,0.0006261577,0.00004098011,0.0009800185],"category_scores_gemma":[0.0004685987,0.0000698396,0.00002806209,0.0003670243,0.00007538737,0.0004915449,0.001290084,0.000141993,0.001406773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004377892,"about_ca_system_score_gemma":0.00001088208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003012939,"about_ca_topic_score_gemma":8.088686e-8,"domain_scores_codex":[0.9990444,0.0001174329,0.000105451,0.000292812,0.0002604906,0.0001793733],"domain_scores_gemma":[0.9989428,0.00001534993,0.0000323913,0.000334807,0.0005276619,0.0001470018],"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":[0.000002432858,0.00008069932,0.000001342215,0.00001170937,0.000009429796,0.000003171187,0.001561122,0.000001810874,0.0006165315,0.04870895,0.8724858,0.07651708],"study_design_scores_gemma":[0.0001845354,0.00003419111,0.0001996303,0.000004659787,0.000001607689,0.00004049508,0.0001761374,0.0002909192,0.0002434166,0.001091785,0.9976504,0.00008220127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01804446,0.0002515505,0.09232566,0.01164242,0.02476985,0.0004192184,0.0001015363,0.002573536,0.8498718],"genre_scores_gemma":[0.9637411,0.0003085911,0.007347319,0.002045269,0.01754261,5.541201e-8,0.0008464937,0.00111058,0.007058007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9456966,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327695914101417,"score_gpt":0.2491658807467318,"score_spread":0.2258889216057177,"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."}}