{"id":"W4399906770","doi":"10.20944/preprints202406.1294.v1","title":"&lt;strong&gt;Sustainable Supply Chains as a Marketing Differentiator: Qualitative Insights from Industry Leaders&lt;/strong&gt;","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Differentiator; Business; Supply chain; Marketing; Industrial organization; Engineering; Telecommunications","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":[0.007784266,0.0002503844,0.0002304913,0.0008308843,0.003379161,0.002888361,0.0005074177,0.0007483057,0.004400892],"category_scores_gemma":[0.007740217,0.0002664187,0.00018108,0.001093474,0.005160062,0.00331718,0.002677698,0.001278076,0.0005461781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703398,"about_ca_system_score_gemma":0.003132788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373194,"about_ca_topic_score_gemma":0.006184717,"domain_scores_codex":[0.9957021,0.003193987,0.00008558605,0.0002234638,0.0004458544,0.0003490078],"domain_scores_gemma":[0.9910815,0.006778669,0.0004671096,0.0002480622,0.0008139955,0.0006106209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003516407,0.00003280334,0.005072396,0.0002208335,0.000004005938,0.0007506544,0.9630799,0.0001333953,0.002350946,0.009384752,0.003268035,0.01566717],"study_design_scores_gemma":[0.000006463162,0.00003788218,0.002636099,0.0003419062,0.00000656409,0.0003893248,0.9335922,0.0004757944,0.001878925,0.004295561,0.05631616,0.00002309595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933755,0.000794348,0.01778281,0.01264614,0.0001268891,0.0003785129,0.0004594581,0.00005735451,0.03399944],"genre_scores_gemma":[0.9834917,0.0004522814,0.003078492,0.001286827,0.0000145608,0.0003435831,0.00008397612,0.00007149221,0.01117709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007784266,"threshold_uncertainty_score":0.04116762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06863161943656051,"score_gpt":0.3223754150745979,"score_spread":0.2537437956380374,"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."}}