{"id":"W3095382910","doi":"10.1038/s41893-020-00622-1","title":"A scoping review of interventions for crop postharvest loss reduction in sub-Saharan Africa and South Asia","year":2020,"lang":"en","type":"review","venue":"Nature Sustainability","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Bill and Melinda Gates Foundation","keywords":"Psychological intervention; Business; Sustainability; Agriculture; Productivity; Food security; Biotechnology; Agricultural economics; Economic growth; Medicine; Economics; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001545181,0.0004341996,0.002034258,0.00007418551,0.0001458679,0.00005189517,0.0003359021,0.0007208358,0.0000336992],"category_scores_gemma":[0.004126444,0.0002006619,0.001176984,0.001354915,0.0002901355,0.0001727851,0.0001795546,0.0009889094,6.431572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198569,"about_ca_system_score_gemma":0.0004300765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003070053,"about_ca_topic_score_gemma":0.00009568657,"domain_scores_codex":[0.996357,0.0007212755,0.001309796,0.000930327,0.0002509922,0.0004306533],"domain_scores_gemma":[0.9978639,0.0003134552,0.0006287764,0.0002134095,0.0008119427,0.0001684382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002647453,0.0001136617,0.000008691392,0.4354699,0.00002260235,0.000003035901,0.00004160758,8.244334e-8,0.000001484615,0.00008842366,0.000173981,0.5640501],"study_design_scores_gemma":[0.0002308398,0.0005950029,0.0004228601,0.3721176,0.0005148,0.00005643159,0.002139403,0.000001516212,0.000005206421,0.001256252,0.6220242,0.0006358847],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007777974,0.9888874,0.000002717409,0.001812668,0.0001685809,0.008002366,0.0002613409,0.00004965608,0.00003750636],"genre_scores_gemma":[0.004558024,0.9943796,0.00003492294,0.00001911994,0.0001686198,0.0005481819,0.0002350741,0.000004974854,0.00005151475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6218503,"threshold_uncertainty_score":0.8182753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003088448546795,"score_gpt":0.3530442678057427,"score_spread":0.3130133833202748,"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."}}