{"id":"W3212364979","doi":"10.51644/bap45","title":"The status of the climate after COVID-19: using ethics to overcome scientific uncertainty","year":2021,"lang":"en","type":"article","venue":"Balsillie Papers","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Engineering ethics; Psychology; Political science; Medicine; Virology; Engineering; Outbreak","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":[],"consensus_categories":[],"category_scores_codex":[0.1412734,0.0006277098,0.001256966,0.00184607,0.01261568,0.02494502,0.00386849,0.02985557,0.004437202],"category_scores_gemma":[0.2195872,0.0005146762,0.001074483,0.001665547,0.04116153,0.0183124,0.01063392,0.03686938,0.0008859391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006124,"about_ca_system_score_gemma":0.03243446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007146895,"about_ca_topic_score_gemma":0.009585553,"domain_scores_codex":[0.8970735,0.06575871,0.004330626,0.005585726,0.02193442,0.005316991],"domain_scores_gemma":[0.7777122,0.1706063,0.006421212,0.016256,0.02168408,0.007320227],"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":[0.0000258462,0.00001513841,0.0002388814,0.00007861668,0.00002297032,0.00007390313,0.002585968,0.0002337707,0.00008562797,0.9491579,0.03678234,0.01069902],"study_design_scores_gemma":[0.00002264858,0.00002589968,0.0003632377,0.000684933,0.0000205563,0.00005380615,0.001731745,0.0003874,0.0003435162,0.6878028,0.3085212,0.00004225053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004349622,0.01038807,0.01218075,0.8740318,0.0162267,0.00004881277,0.00005070601,0.00004779857,0.08267566],"genre_scores_gemma":[0.398606,0.009077749,0.02269921,0.4985966,0.02213925,0.0005068722,0.00009846683,0.0004227441,0.04785325],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1412734,"threshold_uncertainty_score":0.7471339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000793317518554,"score_gpt":0.371069722807818,"score_spread":0.2709903910559626,"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."}}