{"id":"W7125509104","doi":"10.1109/icces67310.2025.11337031","title":"A Comprehensive Analysis: Smart Food Waste Management System","year":2025,"lang":"","type":"article","venue":"","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Management system; Food waste; Food processing; Key (lock); Sustainability","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":[0.0005189187,0.0007375656,0.0008350923,0.000742129,0.0008242799,0.001372467,0.0005976019,0.0006504696,0.005258158],"category_scores_gemma":[0.0006378943,0.0003081635,0.0008442381,0.0009085403,0.0002855019,0.001708633,0.0008718918,0.0004390887,0.0006821023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216694,"about_ca_system_score_gemma":0.002247725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106309,"about_ca_topic_score_gemma":0.01034547,"domain_scores_codex":[0.9995116,0.00007732904,0.00002035586,0.00009590524,0.0002236995,0.0000711871],"domain_scores_gemma":[0.9997064,0.00005010288,0.00002068753,0.00004727667,0.0001551678,0.00002026205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006746946,0.0004438933,0.01921678,0.0004803122,0.0002411048,0.0005174298,0.000230232,0.6797274,0.04096452,0.01650464,0.01192385,0.2290751],"study_design_scores_gemma":[0.00002522034,0.0001672413,0.005200225,0.00001691299,0.0001078098,0.00006223845,0.0001734153,0.9727228,0.009718854,0.006109443,0.005663019,0.00003272984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6056261,0.0006161887,0.3483913,0.001169676,0.00015132,0.0006248903,0.003350452,0.003439435,0.03663059],"genre_scores_gemma":[0.9415448,0.0002018085,0.04751633,0.0001134872,0.00002276434,0.0001635803,0.001579889,0.000115196,0.008742059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106309,"threshold_uncertainty_score":0.02199739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478152646055776,"score_gpt":0.2322074043593428,"score_spread":0.2174258778987851,"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."}}