{"id":"W4327605263","doi":"10.18280/ijsdp.180232","title":"The Sustainable Logistics: Big Data Analytics and Internet of Things","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Big data; Internet of Things; Analytics; The Internet; Data analysis; Business; Data science; Computer science; World Wide Web; Data mining","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":[0.002785519,0.0006378703,0.0005995964,0.003375716,0.001133337,0.007073129,0.0009512261,0.002262943,0.002047684],"category_scores_gemma":[0.00458332,0.0004578518,0.0007263127,0.006167396,0.002748441,0.01204911,0.002982691,0.00303845,0.0009593616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357309,"about_ca_system_score_gemma":0.002240382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300718,"about_ca_topic_score_gemma":0.001498134,"domain_scores_codex":[0.9970126,0.001097729,0.0001763532,0.0002468894,0.001307309,0.0001590745],"domain_scores_gemma":[0.9961811,0.002001699,0.0004127063,0.0004027314,0.0006773274,0.0003243882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001233714,0.0002069353,0.01115531,0.002715928,0.0002512111,0.001315006,0.002331986,0.006507727,0.003706026,0.3938112,0.1222019,0.4556734],"study_design_scores_gemma":[0.00001184206,0.0001285398,0.006951373,0.002025681,0.00006842916,0.001391782,0.005486653,0.028285,0.003671111,0.4813396,0.4704794,0.0001605676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03973372,0.176741,0.3589029,0.2408683,0.01241949,0.000590747,0.002602877,0.003211306,0.1649297],"genre_scores_gemma":[0.4537733,0.1730011,0.3040744,0.02291412,0.009304688,0.0004885736,0.003120361,0.0006095071,0.03271395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007073129,"threshold_uncertainty_score":0.01473141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208021046184538,"score_gpt":0.2875684084195917,"score_spread":0.2254881979577464,"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."}}