{"id":"W4405005753","doi":"10.5772/intechopen.1003376","title":"Food Systems under Pressure - Local Practices, Risk Resilience, and Sustainability","year":2024,"lang":"en","type":"book","venue":"Sustainable development","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Value (mathematics); Value chain; Chain (unit); Business; Agricultural economics; Agricultural science; Geography; Economics; Environmental science; Marketing; Supply chain; Mathematics; Statistics; Archaeology; Physics","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":[0.0002645176,0.0004171183,0.0002119815,0.0004422634,0.001254409,0.002803676,0.0004155999,0.00073651,0.008769214],"category_scores_gemma":[0.0005359644,0.0001317805,0.0002103728,0.0009325645,0.002876081,0.002952087,0.001288096,0.001443766,0.001732964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632714,"about_ca_system_score_gemma":0.001180263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702974,"about_ca_topic_score_gemma":0.007084209,"domain_scores_codex":[0.9998243,0.00005508841,0.000004469169,0.00002310752,0.00007438563,0.00001864848],"domain_scores_gemma":[0.9998963,0.00005429253,0.00000915355,0.000009571801,0.00001702023,0.00001363969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001355114,0.0000351646,0.0005824195,0.0003219341,0.00001007974,0.00024545,0.01012354,0.001434658,0.0005558741,0.6130508,0.242056,0.1315705],"study_design_scores_gemma":[0.000001864878,0.0000147797,0.0007577353,0.0002715253,0.000003134529,0.0001506688,0.002543104,0.0002370523,0.0001032429,0.0701296,0.9257799,0.000007318211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006266282,0.04276048,0.004071699,0.01394406,0.001504358,0.00004496004,0.00009317146,0.0001223387,0.9311925],"genre_scores_gemma":[0.1539556,0.06785528,0.005731648,0.007145931,0.001252279,0.0001238745,0.0002457814,0.0001591944,0.7635304],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008769214,"threshold_uncertainty_score":0.02933592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572151824276952,"score_gpt":0.2409207496967946,"score_spread":0.2251992314540251,"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."}}