{"id":"W3208915846","doi":"10.32920/ryerson.14645481.v1","title":"Design Principles For Retail Return Policies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Profitability index; Order (exchange); Customer satisfaction; Product (mathematics); Process (computing); Business; Supply chain; Marketing; Industrial organization; Computer science; Finance","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":[0.004899927,0.00113072,0.0005418895,0.001505204,0.001511524,0.006545616,0.002475114,0.003071026,0.01548399],"category_scores_gemma":[0.007263376,0.001221225,0.001973517,0.0009427515,0.004305399,0.006766267,0.003016201,0.002492931,0.003803943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003348252,"about_ca_system_score_gemma":0.003386278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211851,"about_ca_topic_score_gemma":0.001595715,"domain_scores_codex":[0.9954194,0.001813419,0.0003261337,0.0008126649,0.001202015,0.0004263787],"domain_scores_gemma":[0.9969855,0.001167383,0.0004103669,0.0006193369,0.0006627874,0.0001545228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001984312,0.00005637383,0.0003769331,0.0001230712,0.00001118249,0.0001224054,0.0006616722,0.02752095,0.0007341243,0.9462005,0.001377882,0.02279504],"study_design_scores_gemma":[0.0001127704,0.000286923,0.000601036,0.0004016078,0.00005735335,0.0005105296,0.001144478,0.1140774,0.002660839,0.6755146,0.2045529,0.00007961904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009129771,0.0003117515,0.9039428,0.001868265,0.00008188604,0.0006251806,0.00008692501,0.0005628737,0.08339053],"genre_scores_gemma":[0.2951106,0.0009971926,0.6525691,0.0007524549,0.00007616654,0.001806051,0.0001736606,0.0004265385,0.04808826],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01548399,"threshold_uncertainty_score":0.05179906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07712139378033857,"score_gpt":0.2597605849889096,"score_spread":0.1826391912085711,"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."}}