{"id":"W4220756411","doi":"10.1080/09593969.2022.2056906","title":"Stepping up as an essential service: grocery retailing and the COVID-19 pandemic in Canada","year":2022,"lang":"en","type":"article","venue":"The International Review of Retail Distribution and Consumer Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Thematic analysis; Business; Government (linguistics); Pandemic; Resilience (materials science); Public relations; Coronavirus disease 2019 (COVID-19); Work (physics); Service (business); Grocery store; Marketing; Psychological resilience; Qualitative research; Political science; Sociology; Psychology; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00266672,0.0001979965,0.0003714846,0.001258907,0.01068242,0.006989811,0.001293475,0.001151482,0.003537283],"category_scores_gemma":[0.006395186,0.000198664,0.0002192975,0.005733117,0.00994828,0.002169435,0.002884933,0.001928333,0.0001176838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1040787,"about_ca_system_score_gemma":0.1122642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892189,"about_ca_topic_score_gemma":0.9945989,"domain_scores_codex":[0.9976268,0.0006491974,0.00004682105,0.0001703621,0.0006791771,0.0008275763],"domain_scores_gemma":[0.9960148,0.001425007,0.0004083161,0.0001262466,0.001341241,0.0006843583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002276262,0.0001208629,0.1006872,0.001448647,0.00007818556,0.003277581,0.6666782,0.001279898,0.0006614096,0.1219329,0.0323287,0.07127888],"study_design_scores_gemma":[0.00001311857,0.00003005961,0.08218788,0.0008539663,0.00003350208,0.0001438535,0.8137006,0.0004807515,0.0002062905,0.002857511,0.0994277,0.00006482437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937944,0.01245372,0.000832858,0.03200155,0.000159749,0.0001397622,0.0006239886,0.00001438121,0.05997964],"genre_scores_gemma":[0.9893726,0.004992429,0.0002888403,0.001605367,0.00001487622,0.00001993422,0.0001010912,0.00001109723,0.003593802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040787,"threshold_uncertainty_score":0.7551477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316210575224888,"score_gpt":0.3738958822484166,"score_spread":0.2422748247259278,"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."}}