{"id":"W7112437599","doi":"","title":"Determination of factors used to influence purchasing price: Enhancing profitability and competitive edge in discount retail chains","year":2025,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Profitability index; Stockout; Stock (firearms); Ordinary least squares; Competitive advantage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008667095,0.0003185694,0.0002220538,0.0009048372,0.0009450071,0.002255408,0.0002825581,0.0002292812,0.002768765],"category_scores_gemma":[0.002610161,0.0001471106,0.0003505676,0.001019961,0.000643085,0.0005714137,0.0006405404,0.0004423831,0.0003322534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00353265,"about_ca_system_score_gemma":0.00680234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2602322,"about_ca_topic_score_gemma":0.4884611,"domain_scores_codex":[0.9993777,0.00007260738,0.0000273131,0.00005985697,0.0002921608,0.0001705441],"domain_scores_gemma":[0.9979839,0.0003967856,0.0003210052,0.0000459811,0.0009068829,0.0003454425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003555099,0.0002342862,0.8926711,0.0001765006,0.0001083646,0.001160104,0.003428322,0.002228983,0.01156975,0.00453874,0.0008507741,0.08267758],"study_design_scores_gemma":[0.000007275657,0.0001567129,0.9802544,0.0000753851,0.00007568145,0.0001703666,0.008748037,0.002615896,0.002629966,0.000795463,0.0044364,0.00003449256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915044,0.0001396012,0.0004200562,0.0001238848,0.000005703982,0.00003644473,0.00007000041,0.000004752425,0.007695223],"genre_scores_gemma":[0.9968838,0.0002301924,0.0007782262,0.00002075364,0.000002929112,0.000007934213,0.00007655649,0.000003793554,0.001995763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2602322,"threshold_uncertainty_score":0.5174348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777283651896727,"score_gpt":0.294670504295561,"score_spread":0.2668976677765937,"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."}}