{"id":"W4401068437","doi":"10.3390/su16156469","title":"Blockchain-Driven Supply Chain Analytics and Sustainable Performance: Analysis Using PLS-SEM and ANFIS","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Narodowe Centrum Nauki","keywords":"Supply chain; Structural equation modeling; Blockchain; Analytics; Supply chain management; Business; Computer science; Data mining; Marketing; Machine learning","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026536,0.0005884612,0.0007125988,0.0024538,0.0008305631,0.001664778,0.0003642132,0.000196628,0.0002110432],"category_scores_gemma":[0.0006723833,0.000576283,0.0002399871,0.005183249,0.0004748206,0.00138382,0.001448958,0.0004118091,0.000009030302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139819,"about_ca_system_score_gemma":0.000302703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829129,"about_ca_topic_score_gemma":0.0001243187,"domain_scores_codex":[0.9958504,0.00007620033,0.000651576,0.001303009,0.0005807574,0.001538033],"domain_scores_gemma":[0.997524,0.0001836329,0.0001722234,0.0008060128,0.001221735,0.00009241652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001678372,0.0002136538,0.7712327,0.0192399,0.001554976,0.000964715,0.001650832,0.03723899,0.00002016789,0.153683,0.001655284,0.01237795],"study_design_scores_gemma":[0.0005669122,0.0000481515,0.07459473,0.00005607631,0.002190865,0.000009217486,0.0288169,0.8357875,0.000009524125,0.02246535,0.0345982,0.0008565894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896697,0.001264181,0.003054442,0.002649061,0.0001546137,0.001451296,0.00000738656,0.0004564913,0.001292853],"genre_scores_gemma":[0.9952326,0.00005703797,0.0002685899,0.000500972,0.0005293017,0.00007744992,0.000038483,0.00007876458,0.003216825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7985485,"threshold_uncertainty_score":0.9996688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00937578179059732,"score_gpt":0.2364899388795489,"score_spread":0.2271141570889516,"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."}}