{"id":"W4415462030","doi":"10.1016/j.cesys.2025.100364","title":"Life cycle assessment of a commercial-scale valorized grocery food waste product and its potential use as a sustainable feed input for egg production","year":2025,"lang":"en","type":"article","venue":"Cleaner Environmental Systems","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Egg Farmers of Canada","keywords":"Life-cycle assessment; Sustainability; Product (mathematics); Production (economics); Cleaner production; Environmental impact assessment; Food waste; Fossil fuel; Food processing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000660354,0.0005460357,0.000329974,0.0005756373,0.0004098651,0.0008580806,0.0005089347,0.0004921636,0.001802791],"category_scores_gemma":[0.0004988349,0.0002512179,0.001063598,0.0005121307,0.000300214,0.0005877505,0.0004544014,0.0003981979,0.0002297436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002786964,"about_ca_system_score_gemma":0.001301188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02920599,"about_ca_topic_score_gemma":0.04211945,"domain_scores_codex":[0.999793,0.00003737293,0.00000927459,0.00004168913,0.00007026174,0.00004831557],"domain_scores_gemma":[0.9997337,0.00009461208,0.00003067866,0.00001368072,0.0001071897,0.00002016564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001095978,0.0004214704,0.04737492,0.0008425863,0.0002114458,0.0009972682,0.0002722227,0.7906604,0.1034887,0.001876149,0.0007713483,0.05198748],"study_design_scores_gemma":[0.0001242661,0.006827886,0.06884507,0.000147898,0.0004104825,0.0003859875,0.001693942,0.7624984,0.1470053,0.002049686,0.009911279,0.00009972642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929779,0.0002070191,0.003372658,0.00003673397,0.000004829034,0.0001340772,0.0007752628,0.0000228396,0.002468683],"genre_scores_gemma":[0.9948497,0.0002618551,0.002748513,0.00001448865,7.993664e-7,0.00005990599,0.0007650018,0.00000938735,0.001290273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02920599,"threshold_uncertainty_score":0.05807197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062903827641046,"score_gpt":0.2248643628167565,"score_spread":0.2142353245403461,"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."}}