{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006241628,0.0001670441,0.0002140515,0.00008899396,0.0007099763,0.000148047,0.001395017,0.0004320445,0.007746702],"category_scores_gemma":[0.0002724903,0.0001695642,0.0001196268,0.0004995197,0.00009407397,0.0003457643,0.0001675908,0.0004695794,0.001604192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007503841,"about_ca_system_score_gemma":0.0004882891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011346,"about_ca_topic_score_gemma":0.01575647,"domain_scores_codex":[0.9981161,0.000436746,0.0003490955,0.0003391905,0.0004900053,0.0002688448],"domain_scores_gemma":[0.9983307,0.00004877392,0.0002383314,0.001010085,0.000128255,0.0002438626],"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":[0.000001672419,0.00005633242,0.00003782115,0.000006534325,0.00002451596,0.000001152674,0.002671713,9.331669e-8,4.276692e-7,0.004071964,0.9886086,0.004519195],"study_design_scores_gemma":[0.00004289767,0.00002787006,0.0002515593,0.000009766519,0.00005562726,4.080009e-7,0.001890695,0.00001171635,2.084465e-7,0.001935214,0.9955683,0.0002057643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000240885,0.0002192228,0.00003041199,0.02896189,0.0005872079,0.0002234947,0.9449971,0.0000772497,0.02487936],"genre_scores_gemma":[0.0006992349,0.006818831,0.0001071427,0.001105924,0.0005147131,0.00002812933,0.9879837,0.00001373581,0.002728607],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04298661,"threshold_uncertainty_score":0.9991732,"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."}}