{"id":"W6969498315","doi":"10.5683/sp3/vkk7br","title":"Final Dataset for Analysis of Student COVID-19 Infections in Schools (Ontario 2020-21)","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University","funders":"","keywords":"Statistical analysis; Primary education; At-risk students; Primary care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001889798,0.0006213569,0.001630761,0.00329962,0.0002904738,0.0001271478,0.001625112,0.0003276275,0.02239677],"category_scores_gemma":[0.001330243,0.0006965877,0.0006500876,0.003785278,0.0001168125,0.0002077378,0.0008919504,0.001159509,0.00004128174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004646453,"about_ca_system_score_gemma":0.003308043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9513277,"about_ca_topic_score_gemma":0.9961115,"domain_scores_codex":[0.9951325,0.0004940231,0.001355829,0.001154623,0.001225317,0.0006377015],"domain_scores_gemma":[0.9949116,0.0006094277,0.00108321,0.002813607,0.0001442678,0.000437873],"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":[0.0002538481,0.001304129,0.01153811,0.0001639436,0.004121833,0.0001119612,0.0001405689,0.007505791,0.000001801539,0.00001632984,0.9748323,0.000009388896],"study_design_scores_gemma":[0.001623431,0.0002649576,0.02309209,0.00001874012,0.009200089,0.0000108716,0.0001833197,0.00002647525,5.383066e-7,0.0000336087,0.9649653,0.000580548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001630045,0.00008955439,0.00002764074,0.0001387748,0.0001271091,0.001618691,0.9977735,0.00004252759,0.00001921909],"genre_scores_gemma":[0.00001018457,0.00009633406,0.00007901811,0.0004868144,0.00008025239,0.001957275,0.9971573,0.00007591171,0.00005691867],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04478372,"threshold_uncertainty_score":0.9995486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07386795182477146,"score_gpt":0.3893327036321827,"score_spread":0.3154647518074112,"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."}}