{"id":"W4289705652","doi":"10.1002/pts.2653","title":"Life cycle assessment of returnable mailers used for apparel electronic commerce: A case study in Canada","year":2022,"lang":"en","type":"article","venue":"Packaging Technology and Science","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Life-cycle assessment; Paperboard; Environmental impact assessment; Sustainability; Clothing; Business; Reuse; Environmental economics; Engineering; Waste management; Economics; Production (economics); Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001356435,0.00008572841,0.0001544859,0.0002628425,0.0004951696,0.00001427602,0.0004604894,0.00001780792,0.00003110925],"category_scores_gemma":[0.00006365137,0.00008608496,0.00001202217,0.001325241,0.0003354504,0.00009701723,0.0006678965,0.0002469317,1.504038e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006788688,"about_ca_system_score_gemma":0.000339014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2680492,"about_ca_topic_score_gemma":0.2866575,"domain_scores_codex":[0.9987295,0.00004184354,0.0001962172,0.0003603503,0.0002819747,0.0003901586],"domain_scores_gemma":[0.999508,0.0000512092,0.00009363572,0.0002877131,0.000006210762,0.00005320913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004347491,0.0001065624,0.9900538,0.000007503608,0.000005507775,0.00007932896,0.0003048479,0.003759305,0.0008421992,0.0009359139,0.0003307734,0.00356989],"study_design_scores_gemma":[0.004203725,0.002899788,0.3058206,0.00005541814,0.00009494198,0.0007190523,0.1979028,0.4547933,0.00267623,0.0233485,0.00608363,0.001402023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997098,0.00002420851,0.0007261642,0.001101201,0.00004127267,0.0005252183,0.000002871076,0.00005183111,0.000429177],"genre_scores_gemma":[0.9985203,0.000005386316,0.001121296,0.0001420593,0.000001338363,0.0001693818,4.161809e-7,0.000005378509,0.00003446984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6842332,"threshold_uncertainty_score":0.7368249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069443040019077,"score_gpt":0.2733448428007664,"score_spread":0.2626504124005756,"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."}}