{"id":"W3038748980","doi":"10.33137/jaste.v11i2.34532","title":"Phronetic Science for Wicked Times","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Wicked problem; Engineering ethics; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Epistemology; Medicine; Philosophy; Computer science; Pathology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01626692,0.0008663557,0.0008303967,0.002337747,0.00899776,0.01323999,0.00165068,0.005333298,0.008682427],"category_scores_gemma":[0.02419989,0.0003577844,0.0008389677,0.001649489,0.06425958,0.0216161,0.008614851,0.01204494,0.001560124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006330232,"about_ca_system_score_gemma":0.006449642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001961232,"about_ca_topic_score_gemma":0.002450558,"domain_scores_codex":[0.988746,0.007080636,0.0004771799,0.001100437,0.001823858,0.0007718664],"domain_scores_gemma":[0.9824212,0.01154003,0.001216733,0.001973604,0.001831502,0.001016951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002223552,0.000004521552,0.00004945194,0.00002688289,0.000001934769,0.00002926337,0.001504223,0.0000785107,0.00001903732,0.9939253,0.002416964,0.001941742],"study_design_scores_gemma":[0.000002145247,0.00000441216,0.00003900063,0.00007193489,0.00000149659,0.00004111599,0.00158381,0.0002381365,0.00004902877,0.9476175,0.05034517,0.000006201409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01609067,0.01809859,0.2175882,0.3103961,0.007123059,0.0001570629,0.0001547158,0.0002345661,0.430157],"genre_scores_gemma":[0.8349801,0.01301009,0.06407364,0.03695726,0.005720423,0.0005498887,0.0001453211,0.0003167077,0.04424662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9910023,"threshold_uncertainty_score":0.08602875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08115748644037304,"score_gpt":0.4787863481195361,"score_spread":0.3976288616791631,"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."}}