{"id":"W6902705147","doi":"10.7273/000002421","title":"Resilience of Food Farming in Rapidly Urbanizing Regions","year":2022,"lang":"en","type":"article","venue":"Washington State University","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agroecology; Resilience (materials science); Diversity (politics); Metropolitan area; Food systems; Agricultural biodiversity; Crop diversity; Agriculture","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":[0.0005913213,0.0001619508,0.0001873021,0.001269432,0.001733803,0.001373921,0.0004471852,0.0002660151,0.0008227328],"category_scores_gemma":[0.00152644,0.0001523186,0.0001298151,0.001270623,0.001702599,0.0005961708,0.002334117,0.0002619604,0.00005703776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002736481,"about_ca_system_score_gemma":0.0015543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07720017,"about_ca_topic_score_gemma":0.1516393,"domain_scores_codex":[0.9995315,0.0001599219,0.00001227734,0.00006177709,0.00004199105,0.0001926397],"domain_scores_gemma":[0.999363,0.0001381721,0.0001928804,0.00005373726,0.00008936037,0.00016284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867913,0.0001344617,0.8911263,0.00008687929,0.00007601531,0.002806991,0.06117672,0.004871914,0.002615743,0.004746406,0.001159646,0.03101235],"study_design_scores_gemma":[0.000005873048,0.00009087845,0.867357,0.00006870287,0.00001812957,0.000314391,0.1252454,0.001491601,0.0002711733,0.001550956,0.003565514,0.00002035938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987674,0.00003867457,0.0000615028,0.0001160625,9.410176e-7,0.000007289475,0.00002614448,0.000002144907,0.0009798463],"genre_scores_gemma":[0.9997635,0.00004948588,0.00005156171,0.00001063748,5.614216e-7,0.000004167417,0.00002185798,7.794924e-7,0.00009735639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07720017,"threshold_uncertainty_score":0.1535016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194302336666325,"score_gpt":0.1734263742860894,"score_spread":0.1614833509194261,"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."}}