{"id":"W3028269928","doi":"10.22541/au.158447966.62589485","title":"Don't panic, it is only an emergency","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Suspect; Mainstream; Class (philosophy); Advice (programming); Panic; Psychology; Coronavirus disease 2019 (COVID-19); Public relations; Internet privacy; Computer science; Political science; Medicine; Law; Criminology; Psychiatry; Artificial intelligence","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":[0.001356385,0.002101283,0.001586393,0.003295383,0.001155362,0.00390129,0.002245844,0.003010638,0.1812614],"category_scores_gemma":[0.01511372,0.0007838618,0.001853909,0.005846626,0.0006278636,0.001821618,0.002250553,0.001953527,0.1394959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519487,"about_ca_system_score_gemma":0.003316231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04584316,"about_ca_topic_score_gemma":0.08154681,"domain_scores_codex":[0.9985213,0.0002805404,0.0002023827,0.0003776411,0.0003390088,0.0002792256],"domain_scores_gemma":[0.9940876,0.001925196,0.0007061984,0.001233297,0.001385284,0.0006625015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005391287,0.000007526237,0.000499203,0.0004455656,0.00001769153,0.000006969253,0.000008552468,0.00009431797,0.00001894963,0.0003199453,0.9971774,0.00135004],"study_design_scores_gemma":[0.0003342057,0.00001412537,0.003239337,0.0008230958,0.0000390797,0.00002549367,0.00007082205,0.0003015507,0.0001310452,0.001612191,0.9933822,0.00002680649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006012252,0.0000568859,0.00003802142,0.0001232983,0.00006208949,0.000009977918,0.9984674,0.0001186103,0.001063593],"genre_scores_gemma":[0.0007951349,0.000140932,0.0002138461,0.000244868,0.00003162944,0.0001235888,0.9962102,0.00009865137,0.002141051],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1812614,"threshold_uncertainty_score":0.6063797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06711190793398068,"score_gpt":0.3886541329745694,"score_spread":0.3215422250405887,"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."}}