{"id":"W4406234537","doi":"10.1007/978-3-031-78586-3_1","title":"Introduction—In the Eye of the Storm: For a Sociopolitical Turn in Science Education to Build Post-pandemic Worlds","year":2024,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Storm; Political science; Media studies; History; Sociology; Geography; Meteorology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005914177,0.0004527252,0.0002326347,0.0006023214,0.001936197,0.004739674,0.0006602977,0.002551852,0.05090216],"category_scores_gemma":[0.001077642,0.0001518955,0.0002851716,0.0006041356,0.002042789,0.006436886,0.001964074,0.005722178,0.01741056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579541,"about_ca_system_score_gemma":0.001869114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582885,"about_ca_topic_score_gemma":0.008148896,"domain_scores_codex":[0.9997234,0.00007566599,0.00001198789,0.00003902618,0.000113413,0.00003648122],"domain_scores_gemma":[0.9994295,0.0002762955,0.00002194444,0.00002394708,0.0001509454,0.00009731302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008949451,0.00002200896,0.00006829756,0.0001310155,0.000001552098,0.0000375351,0.0008959575,0.0000596553,0.0001452623,0.1250431,0.8372216,0.03636512],"study_design_scores_gemma":[9.559104e-7,0.000004041287,0.00007058943,0.00009747901,4.25411e-7,0.00002889937,0.0002880126,0.00001713515,0.0000254763,0.008742839,0.9907219,0.000002195592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001012421,0.05412613,0.003017302,0.1995894,0.07210816,0.00007167093,0.0002731013,0.000234051,0.6695679],"genre_scores_gemma":[0.01296548,0.02700749,0.003186052,0.09744535,0.02204376,0.00007700769,0.0002649732,0.0002408464,0.836769],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9980638,"threshold_uncertainty_score":0.1702847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166125985050225,"score_gpt":0.385294709959857,"score_spread":0.3536334501093548,"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."}}