{"id":"W7054716254","doi":"","title":"Back to campus for another pandemic school year","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Nova scotia; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001416909,0.001074402,0.0006989098,0.0008390053,0.01155208,0.009933732,0.001574981,0.005605928,0.5191381],"category_scores_gemma":[0.00346532,0.0005301647,0.001001547,0.0005117123,0.0009844074,0.004005428,0.006866798,0.008446027,0.3077778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002670539,"about_ca_system_score_gemma":0.009136104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02372118,"about_ca_topic_score_gemma":0.09911396,"domain_scores_codex":[0.9986665,0.00009133095,0.00003238722,0.0000974252,0.0004835348,0.000628732],"domain_scores_gemma":[0.992035,0.0001095169,0.00007949609,0.0002757976,0.001046804,0.00645346],"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":[0.00001493558,0.00005099824,0.0001682396,0.00001739273,0.000001166574,0.0000579757,0.00003819544,0.00001024361,0.0001068028,0.0003832044,0.9897541,0.009396602],"study_design_scores_gemma":[0.00001579566,0.00004574787,0.001278276,0.00005614059,0.000002179686,0.00005249427,0.000586068,0.00002239307,0.00008376242,0.0002994463,0.9975459,0.00001177709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00676621,0.001998906,0.001114937,0.1402533,0.09400315,0.0004756589,0.004230745,0.003686003,0.747471],"genre_scores_gemma":[0.006914162,0.0005765726,0.0003926124,0.02226512,0.002079406,0.0000782768,0.001467499,0.0004881353,0.9657382],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5191381,"threshold_uncertainty_score":0.6858912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0079039206320476,"score_gpt":0.1900722795460392,"score_spread":0.1821683589139916,"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."}}