{"id":"W7084104059","doi":"10.1017/etr.2025.10003.pr1","title":"Author comment: Decarbonising global supply chains: building a sustainable future — R0/PR1","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Sustainability; Greenhouse gas; Supply chain; Climate change; Global climate; Global warming; Carbon neutrality; Supply chain management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01269701,0.0009599824,0.001079116,0.001002215,0.005219833,0.00491539,0.004041328,0.03690302,0.01466842],"category_scores_gemma":[0.09843792,0.0007052251,0.001343748,0.001361887,0.006096302,0.007299471,0.003060524,0.03369612,0.01657524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005151953,"about_ca_system_score_gemma":0.01210418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591746,"about_ca_topic_score_gemma":0.01986569,"domain_scores_codex":[0.9901309,0.001637315,0.001262627,0.001849009,0.004329411,0.0007907524],"domain_scores_gemma":[0.9311055,0.03056299,0.003329107,0.002568943,0.02912765,0.0033057],"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":[0.00001445667,0.000006142103,0.0001306776,0.0000819687,0.000004536321,0.0001353152,0.0001924914,0.00003605572,0.00007196282,0.002128972,0.9945105,0.002686883],"study_design_scores_gemma":[0.0000233657,0.00002152554,0.0005748029,0.0002906433,0.00001283359,0.0002503524,0.0006037113,0.00014464,0.0003796328,0.00332584,0.9943215,0.0000513124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002283046,0.0006472538,0.0001812187,0.9541817,0.04174116,0.00002024454,0.0001125547,0.00007814944,0.002809437],"genre_scores_gemma":[0.003652309,0.001253405,0.000358026,0.9576501,0.02289742,0.00005233554,0.00004819216,0.00007507281,0.01401307],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03690302,"threshold_uncertainty_score":0.06714904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007946829083153582,"score_gpt":0.2760950146671416,"score_spread":0.2681481855839881,"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."}}