{"id":"W4414143735","doi":"10.1016/j.sftr.2025.101275","title":"Is reusable beverage packaging better than single–use plastic?","year":2025,"lang":"en","type":"article","venue":"Sustainable Futures","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reuse; Sustainability; Renewable energy; Electricity; Key (lock); Yield (engineering)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002685517,0.0003871689,0.0003610367,0.0004573894,0.000266596,0.002208285,0.0005461757,0.0007358133,0.003057574],"category_scores_gemma":[0.006275785,0.00019694,0.0006559804,0.0008010654,0.0007354071,0.00241989,0.0007724877,0.0003994746,0.0003597097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244873,"about_ca_system_score_gemma":0.0007802009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066016,"about_ca_topic_score_gemma":0.01126624,"domain_scores_codex":[0.9989316,0.00042881,0.00004386808,0.000203906,0.0002549725,0.0001368887],"domain_scores_gemma":[0.9970758,0.001330637,0.0009683002,0.000187317,0.0003398932,0.00009798216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002530841,0.0007918036,0.5730996,0.002141312,0.001969633,0.001862299,0.001815307,0.07908123,0.04512871,0.02239823,0.002048519,0.2671325],"study_design_scores_gemma":[0.00006232694,0.00428451,0.7847618,0.0009312119,0.001858826,0.001032382,0.007840693,0.07702672,0.05457453,0.02539309,0.04195391,0.0002800833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916698,0.001080738,0.001984425,0.000404218,0.00002434997,0.00001799205,0.0001018264,0.00001619733,0.004700443],"genre_scores_gemma":[0.9982616,0.0005076614,0.0005990097,0.00006220197,0.000008343231,0.000003505663,0.00005944405,0.00001476818,0.0004834678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0066016,"threshold_uncertainty_score":0.01420254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007145030229355911,"score_gpt":0.2291152399646829,"score_spread":0.221970209735327,"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."}}