{"id":"W4288988849","doi":"10.33423/jabe.v24i3.5290","title":"Purchase Behaviors During Emergencies: Exploratory Analyses and Predictive Models","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Business; Emergency department; Advertising; Psychology; Marketing; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008222815,0.0012992,0.0006991539,0.004000421,0.0007785978,0.001836757,0.001575492,0.0008123616,0.002843834],"category_scores_gemma":[0.02282927,0.0005174961,0.002217392,0.002918325,0.0007211221,0.00183852,0.001269519,0.001667951,0.0006384928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005851213,"about_ca_system_score_gemma":0.001007381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401253,"about_ca_topic_score_gemma":0.01235447,"domain_scores_codex":[0.998365,0.0009340321,0.00009823225,0.0002493296,0.0002262027,0.0001272323],"domain_scores_gemma":[0.9745472,0.02099356,0.001630699,0.00119183,0.001221188,0.0004154551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003852981,0.001073201,0.9454393,0.0001112295,0.0005151681,0.0004948557,0.001809134,0.02612553,0.000368183,0.002508863,0.001468549,0.01970075],"study_design_scores_gemma":[0.00006270225,0.0006076096,0.3316499,0.0001202871,0.0003498241,0.0004672899,0.003475667,0.651825,0.000554521,0.009033917,0.001760986,0.00009222146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98606,0.000175814,0.01037746,0.0002995244,0.00001584501,0.0001929428,0.001487441,0.0001106746,0.001280262],"genre_scores_gemma":[0.9900163,0.0001690994,0.006836266,0.00003237998,0.00002529022,0.00017443,0.002344422,0.00001914065,0.0003827791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401253,"threshold_uncertainty_score":0.04348695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817940681044475,"score_gpt":0.2404689914227707,"score_spread":0.1922895846123259,"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."}}