{"id":"W4385769456","doi":"10.3310/nihropenres.1115212.1","title":"An evaluation of the Leicestershire community kitchen scheme","year":2023,"lang":"en","type":"report","venue":"","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scheme (mathematics); Archaeology; Computer science; Geography; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01787652,0.000640252,0.0006546835,0.001315425,0.003799564,0.003302235,0.002600035,0.001402302,0.03770779],"category_scores_gemma":[0.03214603,0.0004942776,0.0006983618,0.00202985,0.001465408,0.001558347,0.003392105,0.001270517,0.002708374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01871558,"about_ca_system_score_gemma":0.01889149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1833152,"about_ca_topic_score_gemma":0.3672858,"domain_scores_codex":[0.9819537,0.01194876,0.0005719115,0.0006550803,0.003416467,0.001454061],"domain_scores_gemma":[0.9651431,0.009764853,0.001006115,0.002030059,0.01503257,0.007023175],"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":[0.008389606,0.009053407,0.03363296,0.008663991,0.0002311885,0.00419479,0.07006549,0.002650558,0.005776453,0.007175399,0.2348203,0.6153459],"study_design_scores_gemma":[0.003364571,0.02632619,0.1850565,0.003416582,0.0002846511,0.0006214607,0.1554627,0.001558129,0.002993333,0.0009239549,0.6196626,0.0003292812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334602,0.002167353,0.001783382,0.01164523,0.001377106,0.01347184,0.005096044,0.0003682589,0.1306305],"genre_scores_gemma":[0.8469099,0.002968905,0.01781791,0.003936281,0.0003273058,0.01039314,0.00616549,0.0003788263,0.1111022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833152,"threshold_uncertainty_score":0.3644964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3566822130802929,"score_gpt":0.3981809127532437,"score_spread":0.04149869967295083,"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."}}