{"id":"W4393858326","doi":"10.25071/5f0kh483","title":"Logistics: More than a List","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GLS Industries (Canada)","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001009897,0.0002353479,0.0002694743,0.001292264,0.0007994631,0.0001597944,0.0009572438,0.00002656629,0.00927926],"category_scores_gemma":[0.00005799511,0.0002434935,0.0002569351,0.0008731455,0.00004718567,0.0003616028,0.0002819749,0.0003174473,0.0001032597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635462,"about_ca_system_score_gemma":0.00008700873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009058991,"about_ca_topic_score_gemma":0.007224958,"domain_scores_codex":[0.9978842,0.0000291475,0.0006678553,0.0002567133,0.0005852362,0.0005768731],"domain_scores_gemma":[0.998862,0.000009676592,0.0004686409,0.0003738361,0.0001714252,0.0001144656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000470528,0.0001323804,0.06287747,0.0003510251,0.0004389649,0.002273428,0.0005232512,0.04551341,0.000006419495,0.08479711,0.7955481,0.007491426],"study_design_scores_gemma":[0.0004312602,0.00003838103,0.006709726,0.00002390472,0.0001929734,0.00001104387,0.005122707,0.001870918,5.317197e-7,0.004340331,0.9809467,0.0003115545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1018772,0.004154102,0.02847742,0.05972962,0.04830953,0.00237153,0.00009963531,0.0002719268,0.7547091],"genre_scores_gemma":[0.9884663,0.00003660411,0.0002092111,0.002100452,0.001300134,0.00002729991,0.0000226272,0.00004574405,0.007791629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8865891,"threshold_uncertainty_score":0.9975398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362799807279696,"score_gpt":0.225502554277277,"score_spread":0.2018745562044801,"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."}}