{"id":"W2809316035","doi":"10.5539/jfr.v7n5p24","title":"Pre-Shopping Habits and Consumer Vulnerability in Food Retailing","year":2018,"lang":"en","type":"article","venue":"Journal of Food Research","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vulnerability (computing); Liberian dollar; Food prices; Volatility (finance); Business; Agricultural economics; Geography; Economics; Food security; Marketing; Agriculture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006163462,0.0001926299,0.0002040476,0.001196415,0.003899013,0.0017948,0.0005442254,0.0004967334,0.002451161],"category_scores_gemma":[0.002621533,0.0002643633,0.0004420055,0.001591162,0.001780496,0.0006038112,0.0009814682,0.0006896647,0.0001306139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009903514,"about_ca_system_score_gemma":0.008115223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9491113,"about_ca_topic_score_gemma":0.974241,"domain_scores_codex":[0.9992924,0.000083715,0.0000356157,0.00005895143,0.0003107935,0.0002185648],"domain_scores_gemma":[0.9977344,0.0002531211,0.0006459146,0.00008069778,0.0006201502,0.0006656673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008913566,0.00009328562,0.9800186,0.00002911442,0.00004266856,0.0001951272,0.0104897,0.0001203961,0.0002812842,0.0003087262,0.0005337638,0.007798168],"study_design_scores_gemma":[9.12475e-7,0.00001688909,0.9917973,0.00001774669,0.000005531626,0.00006316969,0.007226369,0.00008281095,0.00003246135,0.00006181921,0.0006836107,0.00001130233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970154,0.0002001906,0.00003227959,0.0002023259,0.000004546609,0.00001278457,0.0001123117,0.000002247895,0.002417919],"genre_scores_gemma":[0.9993415,0.000124769,0.00004165891,0.00003415232,0.000001528484,0.00000217576,0.00004964723,0.00000123067,0.0004032344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9491113,"threshold_uncertainty_score":0.1023768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136840296054443,"score_gpt":0.3634583336768352,"score_spread":0.2497743040713909,"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."}}