{"id":"W6923472924","doi":"10.14288/1.0442319","title":"Urban Food Futures","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; Futures contract; Food systems; Shore; Food processing; Sustainability; Ecosystem services; Restructuring","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":[0.0006217477,0.0004050651,0.0001557101,0.0006507979,0.005703165,0.007467669,0.0006919796,0.001892119,0.06298043],"category_scores_gemma":[0.0007967539,0.0001832505,0.0001779293,0.001027671,0.002040196,0.002056544,0.006106176,0.001382425,0.007280771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005309036,"about_ca_system_score_gemma":0.005757315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04156253,"about_ca_topic_score_gemma":0.2348371,"domain_scores_codex":[0.9996396,0.00008260828,0.000005206486,0.0000340274,0.00007840029,0.0001600438],"domain_scores_gemma":[0.999456,0.00004035464,0.00001551096,0.00003738984,0.0001094856,0.0003413335],"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":[0.00004589568,0.00008475791,0.002858567,0.0001731614,0.000009934775,0.0005953313,0.009169359,0.0008672425,0.0005995863,0.4396722,0.3385117,0.2074123],"study_design_scores_gemma":[0.000001643654,0.00000705099,0.0006027597,0.00007205123,0.000001278058,0.00005389413,0.005545156,0.00009321108,0.00007645757,0.01650983,0.977033,0.000003529564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02590703,0.005496975,0.002584528,0.04619938,0.0009381556,0.00003899329,0.0004751284,0.0001525595,0.9182072],"genre_scores_gemma":[0.3636349,0.008137168,0.005999434,0.004017814,0.0002392979,0.0000726647,0.0009763004,0.0001366698,0.6167856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06298043,"threshold_uncertainty_score":0.2106905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527122294295022,"score_gpt":0.2192248062178762,"score_spread":0.203953583274926,"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."}}