{"id":"W3080462098","doi":"10.1007/s11673-020-10032-9","title":"Clever COVID-19, Clever Citizens-98: Critical and Creative Reflections from Tehran, Toronto, and Sydney","year":2020,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Multiple Sclerosis Society of Canada; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Reflexivity; Sociology; 2019-20 coronavirus outbreak; Embodied cognition; Apocalypticism; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epistemology; Criminology; Law; Political science; Media studies; Social science; History; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00231448,0.0001548583,0.0005110198,0.00008459746,0.0007093031,0.000220049,0.0002494612,0.0002785386,0.004354407],"category_scores_gemma":[0.02295954,0.0001277161,0.0001476652,0.0003618977,0.004384888,0.00059964,0.0001317649,0.0009805086,0.00002922784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877107,"about_ca_system_score_gemma":0.0005755973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794984,"about_ca_topic_score_gemma":0.002802199,"domain_scores_codex":[0.9950615,0.002765683,0.0005643974,0.0003204157,0.0009595813,0.0003284859],"domain_scores_gemma":[0.9921787,0.005218348,0.0001901713,0.00009971658,0.0008184513,0.0014946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001698939,0.0003972788,0.007400685,0.0001029833,0.001044164,0.0002781545,0.5832251,0.00001113882,0.02052988,0.1806417,0.2013251,0.003344917],"study_design_scores_gemma":[0.002897509,0.002191738,0.038329,0.0001905632,0.0005183014,0.00002881693,0.3934983,0.000569671,0.001174129,0.1552248,0.4045011,0.0008759375],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3264478,0.009843202,0.07343949,0.5596007,0.0007455317,0.0005150444,0.0001388881,0.00009483314,0.02917446],"genre_scores_gemma":[0.9825966,0.001493847,0.003235096,0.01103075,0.001354356,0.000003827608,0.000002421516,0.00001267721,0.0002704091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6561488,"threshold_uncertainty_score":0.9983246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4725090322796094,"score_gpt":0.5692462735801475,"score_spread":0.09673724130053807,"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."}}