{"id":"W3163055193","doi":"10.3389/fsufs.2021.658898","title":"Eco-Feedback for Food Waste Reduction in a Student Residence","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Education, Audiovisual and Culture Executive Agency; Technische Universiteit Eindhoven; European Commission","keywords":"Food waste; Residence; Audit; Cleaner production; Garbage; Business; Plastic waste; Compost; Waste management; Marketing; Environmental science; Environmental economics; Engineering; Municipal solid waste; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008455041,0.0004112285,0.0002422329,0.0002662782,0.0008204459,0.0007179138,0.0006846713,0.0007112242,0.00621319],"category_scores_gemma":[0.002962756,0.0001786015,0.0003380985,0.0002197255,0.0004409742,0.0005351173,0.001090526,0.0004838659,0.0008137954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006627792,"about_ca_system_score_gemma":0.001088607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005046585,"about_ca_topic_score_gemma":0.01261227,"domain_scores_codex":[0.9994243,0.0002511155,0.00001998303,0.00008620308,0.0001248436,0.00009351226],"domain_scores_gemma":[0.9985704,0.0004386523,0.0001164906,0.0001397256,0.0004585223,0.0002761409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003072503,0.01020627,0.107143,0.001613372,0.0000851954,0.003374529,0.02132742,0.006168533,0.2709771,0.001088308,0.01096414,0.5639796],"study_design_scores_gemma":[0.0008216829,0.04617383,0.2929569,0.0008807249,0.0004923966,0.004625002,0.05754214,0.05555594,0.3934596,0.001865682,0.1450377,0.0005884558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870509,0.00007058676,0.008261937,0.0004023882,0.00003372946,0.0002038026,0.0001308585,0.0008455621,0.003000268],"genre_scores_gemma":[0.9735503,0.00009463187,0.01990416,0.0001963919,0.00001247536,0.0001273983,0.0000891118,0.00004208749,0.005983455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00621319,"threshold_uncertainty_score":0.02078521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580262595513294,"score_gpt":0.2349806142461684,"score_spread":0.2191779882910355,"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."}}