{"id":"W6964713151","doi":"10.3316/informit.686606376519864","title":"COVID 19 - Mass Gathering Events and Attendee Safety Protocol for Turbulent times","year":2021,"lang":"en","type":"other","venue":"Victoria University Research Repository (Victoria University)","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Coronavirus disease 2019 (COVID-19); Mass gathering; Data collection; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008481817,0.0004327981,0.000490425,0.0005716997,0.001633002,0.00006962645,0.001331658,0.0007382802,0.003940221],"category_scores_gemma":[0.0001750004,0.0004941316,0.0001801744,0.001058863,0.0008474051,0.0003038567,0.00104862,0.0007134941,0.0000770664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900095,"about_ca_system_score_gemma":0.0007723843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017767,"about_ca_topic_score_gemma":0.001302735,"domain_scores_codex":[0.9956349,0.000877203,0.000209204,0.001388924,0.0009380889,0.0009516732],"domain_scores_gemma":[0.9974396,0.000460582,0.0002505393,0.0006837223,0.00008548093,0.001080059],"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":[0.004269983,0.001073156,0.1073185,0.001769129,0.001035771,0.01104994,0.001862886,0.000326689,0.01577382,0.02018509,0.8350254,0.0003096956],"study_design_scores_gemma":[0.001710412,0.0001536835,0.00110615,0.0001435417,0.00004812394,0.00006062985,0.000421863,0.000145495,0.00007274549,0.0001471098,0.9954796,0.0005106042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005187715,0.00002292977,0.0005722809,0.0004331939,0.001249832,0.03777207,0.0001580027,0.0003040482,0.9589689],"genre_scores_gemma":[0.0006990367,0.00008635842,0.000779305,0.0000291661,0.0004936141,0.0002701315,0.00006054973,0.0001163682,0.9974655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1604543,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900354312310726,"score_gpt":0.2803164568593811,"score_spread":0.2513129137362738,"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."}}