{"id":"W4313228625","doi":"10.2139/ssrn.4313095","title":"The Retail Execution Quality Landscape","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Quality (philosophy); Business","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":[0.001968012,0.0002779316,0.000298456,0.003570833,0.002952196,0.02512534,0.001508911,0.001912431,0.05353111],"category_scores_gemma":[0.004851836,0.0004458625,0.0005104275,0.005384159,0.008343291,0.01164189,0.003963273,0.002666399,0.003073603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01152905,"about_ca_system_score_gemma":0.003655771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03937612,"about_ca_topic_score_gemma":0.05418525,"domain_scores_codex":[0.9972493,0.000619106,0.0000997601,0.0006451358,0.0008773621,0.0005093033],"domain_scores_gemma":[0.9951959,0.0009852203,0.0004401245,0.0006700763,0.001698423,0.001010217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008324504,0.0001061612,0.007649216,0.00007862721,0.00001533868,0.0001194669,0.001832991,0.001872805,0.0005788323,0.9093143,0.0128834,0.06546565],"study_design_scores_gemma":[0.00004382689,0.0002448626,0.05131183,0.000522987,0.00002583979,0.0003562309,0.02204159,0.009568072,0.0009701703,0.4136573,0.5011426,0.0001146256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1362905,0.003443162,0.03232742,0.05865491,0.0002470725,0.0001047274,0.001224669,0.0004899701,0.7672176],"genre_scores_gemma":[0.8831992,0.001927988,0.007251779,0.00259083,0.0002216421,0.00004791115,0.000469693,0.0003687278,0.1039223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05353111,"threshold_uncertainty_score":0.1790794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153227281912995,"score_gpt":0.2279411679946118,"score_spread":0.2126184398033122,"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."}}