{"id":"W4404346887","doi":"10.1111/cjag.12379","title":"Understanding the determinants of consumer grocery stockpiling behavior","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grocery shopping; Business; Consumer behaviour; Grocery store; Commerce; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079391,0.0003244376,0.0006000462,0.0005860472,0.0003703258,0.0005428079,0.0006048672,0.00010408,0.0002507698],"category_scores_gemma":[0.0001090207,0.0002331975,0.0003704633,0.0002730994,0.0002751614,0.001328099,0.00006135624,0.0003573976,0.00006029922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346695,"about_ca_system_score_gemma":0.0005142453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02933702,"about_ca_topic_score_gemma":0.8445319,"domain_scores_codex":[0.9979813,0.00001311858,0.001014409,0.0003046188,0.00002600782,0.0006605792],"domain_scores_gemma":[0.998498,0.000149027,0.0006629744,0.0002217139,0.0002728241,0.0001954114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004828965,0.0000334985,0.9142982,0.0005939518,0.0007508793,0.000685084,0.001798852,0.000568123,0.0001929389,0.05129392,0.007072438,0.02266381],"study_design_scores_gemma":[0.001550846,0.0001977059,0.867238,0.001402285,0.002903837,0.002512952,0.02744396,0.001550604,0.0001189149,0.004327005,0.08861672,0.002137141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924873,0.001765176,0.000006160325,0.001367677,0.003047593,0.0002998635,0.00005687796,0.00001637415,0.0009530369],"genre_scores_gemma":[0.9988321,0.00006893929,0.0000190241,0.0001554597,0.0006515119,0.00001525421,0.000009065338,0.0000353325,0.0002132883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8151949,"threshold_uncertainty_score":0.9771267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09438687725983401,"score_gpt":0.2067989708028585,"score_spread":0.1124120935430245,"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."}}