{"id":"W4360778061","doi":"10.5267/j.ijdns.2023.1.011","title":"Digitalization and logistics service quality: Evidence from Indonesia national shipping companies","year":2023,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Sobel test; Service (business); Quality (philosophy); Service quality; Order (exchange); Electronic data interchange; Process management; Marketing; Operations management; Path analysis (statistics); Computer science; Engineering; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002643968,0.0001536649,0.0002023626,0.001890898,0.0006685838,0.002069002,0.000358725,0.0003819695,0.00318038],"category_scores_gemma":[0.007971522,0.0002011033,0.0004217626,0.003631336,0.0007827824,0.001168778,0.00116678,0.0009420342,0.000235723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472555,"about_ca_system_score_gemma":0.001728104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802184,"about_ca_topic_score_gemma":0.02409324,"domain_scores_codex":[0.9984952,0.0004119831,0.0001921557,0.0001406544,0.0005421617,0.0002177987],"domain_scores_gemma":[0.9835278,0.006424387,0.006339503,0.0005116108,0.002077,0.001119695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008310388,0.0003426219,0.9850655,0.0001988665,0.00007335409,0.0001696369,0.002756647,0.00006438541,0.00006173771,0.000286906,0.0003072119,0.01059006],"study_design_scores_gemma":[0.00001014416,0.000130685,0.9870263,0.0001759328,0.00007305801,0.000092379,0.01109359,0.0001895006,0.0001256133,0.00006155716,0.00101456,0.000006642001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971419,0.0006371727,0.00003619034,0.0002956564,0.000003645775,0.00001071945,0.00009405897,8.284707e-7,0.001779717],"genre_scores_gemma":[0.9988981,0.0007200311,0.00004536245,0.00007483177,0.000004238158,0.000005289302,0.0001018774,7.736211e-7,0.0001494779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802184,"threshold_uncertainty_score":0.0358339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135581228245708,"score_gpt":0.3615251256111366,"score_spread":0.2259438973654286,"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."}}