{"id":"W3035928867","doi":"10.33137/jaste.v11i2.34531","title":"Towards a Viable Response to COVID-19 from the Science Education Community","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Science education; Political science; Curriculum; Science, technology, society and environment education; Pandemic; Politics; Livelihood; Social science education; Engineering ethics; Sociology; Coronavirus disease 2019 (COVID-19); Social science; Environmental ethics; Pedagogy; Medicine; Law; Engineering; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006400036,0.00007805806,0.00009367255,0.0003757305,0.009582115,0.0005551147,0.001387545,0.0000700847,0.00005492733],"category_scores_gemma":[0.01882059,0.00006302971,0.00002148318,0.002918974,0.002554273,0.0007996228,0.0001945694,0.000395255,0.00001287545],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000903757,"about_ca_system_score_gemma":0.01808727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914839,"about_ca_topic_score_gemma":0.0006774489,"domain_scores_codex":[0.9986544,0.0002516066,0.0001651391,0.0002106184,0.0004500308,0.0002682243],"domain_scores_gemma":[0.9976878,0.0003825476,0.0001575833,0.00035012,0.0009595598,0.0004623791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003445077,0.0004896056,0.00420545,0.00001514045,0.000006929354,1.231265e-7,0.2187156,0.000003757664,0.1661255,0.03421035,0.02238012,0.5535029],"study_design_scores_gemma":[0.0001830647,0.0002413044,0.01077432,0.00003267566,0.00001572085,0.00001302371,0.2842555,0.00008885286,0.001383654,0.02829469,0.6745555,0.0001617488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.629728,0.00006578034,0.0005803404,0.3671981,0.0005221306,0.0003509465,0.000006051819,0.00004836814,0.001500298],"genre_scores_gemma":[0.9879511,0.0002488798,0.001311055,0.01004065,0.0002171956,0.00006987146,0.000003592586,0.000004735239,0.0001529429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6521753,"threshold_uncertainty_score":0.9917073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3661958685468318,"score_gpt":0.5164002440282895,"score_spread":0.1502043754814577,"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."}}