{"id":"W4401706875","doi":"10.2139/ssrn.4925342","title":"Private Versus Social Responses to a Pandemic","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Concordia University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Business; Medicine","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":[0.001845105,0.0001813199,0.0002098175,0.000649857,0.001054569,0.003181703,0.0002629133,0.00263114,0.03279827],"category_scores_gemma":[0.01056508,0.0001202377,0.0001723103,0.0005399655,0.002906301,0.003644865,0.001326595,0.001130145,0.0008012883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008431933,"about_ca_system_score_gemma":0.0006403566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320818,"about_ca_topic_score_gemma":0.002862134,"domain_scores_codex":[0.9991394,0.0004525899,0.00002772579,0.00008527683,0.0001113131,0.0001836085],"domain_scores_gemma":[0.9931234,0.004729716,0.0008971037,0.0003773456,0.0003631244,0.0005093597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004945743,0.0003256281,0.01465795,0.0002878942,0.00009243014,0.0004662272,0.009401903,0.004266781,0.001080367,0.8932746,0.02274399,0.0529076],"study_design_scores_gemma":[0.0001035279,0.0001743608,0.04382598,0.0002429205,0.00006887764,0.0002224042,0.03816752,0.00611177,0.000432084,0.8659766,0.04463951,0.00003442423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5189766,0.001467345,0.005845768,0.07178885,0.0009549896,0.00005084225,0.0003736838,0.0000446199,0.4004973],"genre_scores_gemma":[0.9921875,0.0004041202,0.0001591373,0.0005368918,0.0003541191,0.00001039912,0.00002404815,0.00001270179,0.006311125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279827,"threshold_uncertainty_score":0.1097211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307569508198035,"score_gpt":0.354856687630203,"score_spread":0.3217809925482227,"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."}}