{"id":"W6941628902","doi":"10.1371/journal.pcbi.1011285.g002","title":"Workflow used by COVID Schools Canada (CSC) to crowdsource COVID-19 cases and outbreaks data across Canadian schools.","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workflow; Software; Citizen science; Scraper site; Code (set theory); File format; Outsourcing; Coronavirus disease 2019 (COVID-19)","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":[0.01152506,0.002409385,0.001841201,0.009091045,0.006405739,0.00575712,0.002584116,0.001010156,0.1226263],"category_scores_gemma":[0.02836514,0.001953048,0.002306311,0.007480383,0.001564643,0.001772463,0.005800989,0.002287878,0.06028082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089957,"about_ca_system_score_gemma":0.05164993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7904129,"about_ca_topic_score_gemma":0.8574879,"domain_scores_codex":[0.9937311,0.0009540985,0.0004630712,0.002008062,0.001918753,0.0009249804],"domain_scores_gemma":[0.9865601,0.002493535,0.0005684666,0.002591958,0.006129208,0.001656733],"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":[0.0003633136,0.00004435509,0.008344427,0.001729748,0.0001634412,0.0002354196,0.003711058,0.00143186,0.002564494,0.004096687,0.9090962,0.06821908],"study_design_scores_gemma":[0.0003402547,0.00006187845,0.03407472,0.001199275,0.0001607212,0.0001612553,0.003705152,0.004635477,0.004070707,0.01026781,0.940928,0.0003947428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0056574,0.0006028667,0.07243588,0.002312606,0.0009046205,0.008826367,0.8114386,0.0607467,0.03707496],"genre_scores_gemma":[0.03923097,0.0009734742,0.3845943,0.002220375,0.0002059506,0.02639743,0.4725273,0.02312452,0.05072574],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2095871,"threshold_uncertainty_score":0.4216428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07499705803104105,"score_gpt":0.2949867990832886,"score_spread":0.2199897410522475,"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."}}