{"id":"W4393356860","doi":"10.3390/su16072898","title":"Understanding and Enhancing Food Conservation Behaviors and Operations","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001062262,0.0002477756,0.0001021173,0.0003548088,0.0004857951,0.001413743,0.0003590731,0.0004803537,0.001326965],"category_scores_gemma":[0.002460569,0.0001251327,0.0001528233,0.000265867,0.001510532,0.001725479,0.001157643,0.0006307689,0.0001061906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006294327,"about_ca_system_score_gemma":0.002229052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049428,"about_ca_topic_score_gemma":0.006881509,"domain_scores_codex":[0.9996165,0.0001624755,0.00001252061,0.00005489054,0.00008775324,0.00006586412],"domain_scores_gemma":[0.998738,0.0006512483,0.0003020642,0.00008122298,0.000114079,0.000113482],"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":[0.00009744249,0.002334186,0.1853569,0.001548824,0.00008869694,0.0005529825,0.08654348,0.003516139,0.02519354,0.1064953,0.003815142,0.5844575],"study_design_scores_gemma":[0.00004461785,0.0008335163,0.4821581,0.001414559,0.0002426137,0.0005930901,0.1129878,0.01155476,0.01830592,0.1905501,0.1812074,0.0001076347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194826,0.001177914,0.03056795,0.006153305,0.0000485051,0.00006314804,0.00004126314,0.00007690736,0.04238838],"genre_scores_gemma":[0.9858831,0.001158055,0.0109693,0.0003557343,0.00001632271,0.00002561915,0.00003217964,0.000008474678,0.001551139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003049428,"threshold_uncertainty_score":0.006063342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638444890089104,"score_gpt":0.2624374074302166,"score_spread":0.2160529585293255,"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."}}