{"id":"W7083332257","doi":"10.1016/j.ijpe.2025.109799","title":"Sustainable life cycle management of batteries in a closed-loop supply chain under hierarchical cost-sharing contracts and carbon policies","year":2025,"lang":"en","type":"article","venue":"International Journal of Production Economics","topic":"Economics of Agriculture and Food Markets","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Okanagan University College; University of British Columbia, Okanagan Campus","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Supply chain management; Product life-cycle management; Supply chain risk management; Carbon fibers; Life-cycle assessment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007497864,0.0001230799,0.0003707319,0.0006166092,0.00003255977,0.00009578662,0.000295656,0.00007018592,0.00002147492],"category_scores_gemma":[0.00009503539,0.0001383584,0.00008045372,0.00009549747,0.00007827965,0.0004583665,0.0001436809,0.0001831252,0.000001775166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789114,"about_ca_system_score_gemma":0.0000462483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001705612,"about_ca_topic_score_gemma":0.00006705336,"domain_scores_codex":[0.9985173,0.00001209346,0.00100327,0.0002507438,0.0000302202,0.0001863588],"domain_scores_gemma":[0.9989763,0.00004131395,0.0006637154,0.0001314123,0.000128788,0.0000584894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004740602,0.0002946985,0.08795338,0.0001222127,0.0008922482,0.00001650666,0.0006679936,0.009565732,0.00009511402,0.8959638,0.0004484906,0.003505707],"study_design_scores_gemma":[0.00399132,0.0001824638,0.5741252,0.0003080751,0.00005000077,0.00009699446,0.004973753,0.002183399,0.001555802,0.3903354,0.02168418,0.0005134783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776903,0.001187937,0.00009821368,0.01216533,0.00133154,0.0001970583,0.00001678713,0.000005126795,0.007307675],"genre_scores_gemma":[0.9943799,0.002937018,0.0003353054,0.0003045686,0.0002127129,0.00000931924,0.000004891465,0.000009511659,0.001806731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5056285,"threshold_uncertainty_score":0.5642093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213417665910836,"score_gpt":0.2308330619321158,"score_spread":0.2186988852730075,"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."}}