{"id":"W4287099060","doi":"10.2139/ssrn.4136877","title":"Supplier–Customer Cultural Similarity and Supplier Performance","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Business; Similarity (geometry); Supplier relationship management; Industrial organization; Marketing; Computer science; Supply chain; Artificial intelligence; Supply chain management","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002203037,0.0001999684,0.0002007167,0.0002144384,0.001389768,0.0003211871,0.0003833799,0.00003700265,0.00108865],"category_scores_gemma":[0.00001806707,0.0001810534,0.00009056468,0.0003345836,0.00007054902,0.001107563,0.0004744669,0.001802077,0.0001238341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377955,"about_ca_system_score_gemma":0.0001732236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001612887,"about_ca_topic_score_gemma":0.0002262525,"domain_scores_codex":[0.9971926,0.00003374218,0.000292966,0.0002687176,0.0004953088,0.001716694],"domain_scores_gemma":[0.9995657,0.00001675868,0.0001671397,0.0001656842,0.00006282594,0.00002191525],"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":[0.0003043232,0.0002685192,0.03858225,0.0001434843,0.0002796237,0.00002136402,0.0003377615,0.0009858961,0.000139253,0.8927501,0.01939301,0.04679443],"study_design_scores_gemma":[0.001529799,0.00008824001,0.006413249,0.000007569654,0.0001270662,0.0002189063,0.008670271,0.003694421,0.000009061712,0.07810883,0.9005882,0.0005443549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749205,0.0006786278,0.0004372385,0.006493063,0.0004757777,0.0002756687,0.000004964236,0.00008776411,0.01662644],"genre_scores_gemma":[0.9927456,0.0005655588,0.00002038447,0.002226446,0.0007451587,0.00002723329,0.00003183939,0.00002465675,0.003613131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811952,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180069681142811,"score_gpt":0.2243783910714137,"score_spread":0.2125776942599856,"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."}}