{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00561423,0.00008475431,0.00009284763,0.000005218607,0.002004693,0.00006921025,0.0004560099,0.0000282641,0.0004494675],"category_scores_gemma":[0.0001007899,0.00002691662,0.0001243992,0.0002439327,0.0000456902,0.00007379349,0.00009631528,0.001544169,0.00001124224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004597487,"about_ca_system_score_gemma":0.0001807776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502438,"about_ca_topic_score_gemma":0.004530087,"domain_scores_codex":[0.9973705,0.0005543111,0.0002351812,0.0001650796,0.0003956781,0.001279265],"domain_scores_gemma":[0.9994563,0.0002560198,0.0001263529,0.00006692872,0.00004353199,0.00005079584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006338976,0.0003700496,0.06102208,0.000003055359,0.0001547513,0.000004723187,0.0003093319,0.000114459,0.02587644,0.15931,0.002881721,0.7493194],"study_design_scores_gemma":[0.0005962966,0.002596732,0.1673236,0.000002609575,0.00002767769,0.0007069141,0.04058259,0.0001438043,0.0002063685,0.487547,0.2997872,0.0004792123],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842485,0.002774026,0.000009405891,0.01194698,0.0001950358,0.0001036646,0.00000955145,0.00003543306,0.000677423],"genre_scores_gemma":[0.997538,0.0004633661,0.000002299475,0.0001009331,0.0002240199,0.0000154835,0.00001186925,7.150014e-7,0.00164332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7488402,"threshold_uncertainty_score":0.9992946,"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."}}