{"id":"W4405751594","doi":"10.29173/hsi440","title":"Podcasts for Pandemic Times","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computer science; Medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002291915,0.0001002798,0.0002018402,0.0001158044,0.001381566,0.0002500068,0.0004222293,0.00006635782,0.0001233938],"category_scores_gemma":[0.001249398,0.00009721714,0.00006617529,0.0009978812,0.002035853,0.0007574822,0.00006171841,0.0001025362,0.00009043477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030194,"about_ca_system_score_gemma":0.006548147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002470757,"about_ca_topic_score_gemma":0.0005246404,"domain_scores_codex":[0.9975085,0.00005616561,0.0002850617,0.0004660158,0.0007228651,0.0009613637],"domain_scores_gemma":[0.9984826,0.00023351,0.0001105955,0.0002550533,0.0002768065,0.0006413771],"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":[0.0000294711,0.0002189381,0.03013639,0.0001481899,0.000007773379,0.00002387779,0.09023415,0.00001323312,0.0003958358,0.1457738,0.06938529,0.6636331],"study_design_scores_gemma":[0.0007652536,0.0002903939,0.03023716,0.0001631475,0.000007405158,0.00004987323,0.04326355,0.0003333276,0.0004888373,0.02040095,0.9034494,0.0005507556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844269,0.007135127,0.002555617,0.04015822,0.02123964,0.001883503,0.00004923088,0.0007042455,0.1418475],"genre_scores_gemma":[0.9886431,0.0004114286,0.001983646,0.004123806,0.001515205,0.00003877665,0.000006360707,0.00001097208,0.003266739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8340641,"threshold_uncertainty_score":0.9999185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1884134247579734,"score_gpt":0.4680026113822291,"score_spread":0.2795891866242557,"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."}}