{"id":"W3082681384","doi":"","title":"ReValue project Report – Deliverable 1.2 - Logistics and Cold Chain Management Concepts - OC2020 A-094","year":2020,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliverable; Cold chain; Chain (unit); Operations management; Process management; Business; Systems engineering; Engineering management; Engineering; Computer science; Mechanical engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006644669,0.001951562,0.0008579628,0.003012962,0.0007756164,0.005646584,0.002936141,0.00261749,0.1085877],"category_scores_gemma":[0.005383166,0.0006672442,0.0008489075,0.00167193,0.0006687495,0.003717713,0.004087573,0.001663613,0.08930033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003608457,"about_ca_system_score_gemma":0.00601158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01225465,"about_ca_topic_score_gemma":0.005999013,"domain_scores_codex":[0.9956945,0.0007209271,0.0001649507,0.0004729996,0.002411613,0.0005349371],"domain_scores_gemma":[0.9963176,0.0003785555,0.0002474762,0.0006143548,0.002104706,0.000337236],"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":[0.0007000152,0.0005008851,0.001924105,0.003009632,0.00008097641,0.0005749578,0.0006941551,0.003895066,0.02169195,0.08709027,0.6166151,0.2632229],"study_design_scores_gemma":[0.00002842595,0.0001041953,0.000865307,0.0002313961,0.00001032328,0.0001326688,0.000134307,0.0003733694,0.003723421,0.002883101,0.9914955,0.00001809636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008200293,0.00781373,0.04952681,0.005506327,0.002333223,0.001706619,0.05522472,0.008742496,0.8609458],"genre_scores_gemma":[0.06682595,0.008336538,0.08121914,0.00180584,0.0005866589,0.003022772,0.1597642,0.01449646,0.6639425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1085877,"threshold_uncertainty_score":0.3632621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05067179243944887,"score_gpt":0.2741079903347028,"score_spread":0.223436197895254,"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."}}