{"id":"W3038478529","doi":"10.33137/jaste.v11i2.34537","title":"Reimagining Science and Technology Education in the COVID-19 Portal","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01081115,0.0003472587,0.0002997375,0.001630779,0.004385171,0.01480241,0.001599988,0.007296392,0.09024366],"category_scores_gemma":[0.01251662,0.0002727952,0.0003917737,0.001389308,0.005116549,0.01413169,0.02138092,0.009070119,0.01256609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500814,"about_ca_system_score_gemma":0.02814465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009999437,"about_ca_topic_score_gemma":0.02743639,"domain_scores_codex":[0.9956809,0.001349734,0.0001996418,0.0002428183,0.001317939,0.001208906],"domain_scores_gemma":[0.9832259,0.002619539,0.0003442188,0.001312878,0.002102929,0.01039449],"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":[0.00006693281,0.0002851824,0.001669078,0.0004077531,0.000007407837,0.000664768,0.007902707,0.0001601643,0.001284823,0.2376551,0.5200093,0.2298868],"study_design_scores_gemma":[0.000003183512,0.00001716496,0.0004533481,0.0001369947,7.277841e-7,0.00003820471,0.001637767,0.00003684107,0.00009905297,0.004277195,0.9932949,0.000004488945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01816038,0.007776191,0.007488381,0.5389895,0.03080851,0.0001747125,0.0004983679,0.001452875,0.394651],"genre_scores_gemma":[0.1949056,0.01320077,0.01854483,0.1067671,0.01004531,0.0002210738,0.00190871,0.001906446,0.6525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956148,"threshold_uncertainty_score":0.3018951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559608088435235,"score_gpt":0.3825438501915984,"score_spread":0.3569477693072461,"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."}}