{"id":"W4408348951","doi":"10.5463/thesis.1020","title":"Towards sustainable food systems","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Sustainable agriculture; Business; Sustainability; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007095008,0.0009805341,0.00053837,0.001400704,0.003395078,0.01026223,0.002081208,0.005110055,0.01947387],"category_scores_gemma":[0.00592016,0.0003681691,0.0005572102,0.001550639,0.008000424,0.01048708,0.01226427,0.00435818,0.006358091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007095494,"about_ca_system_score_gemma":0.01068229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004440375,"about_ca_topic_score_gemma":0.004166966,"domain_scores_codex":[0.9961131,0.001661021,0.0001573029,0.0005751161,0.0009698875,0.0005234691],"domain_scores_gemma":[0.9977033,0.0004964986,0.0002112151,0.0004096561,0.000726985,0.0004524879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001044278,0.00004130493,0.0004952804,0.0003091681,0.00001670676,0.0001162036,0.002864911,0.0017716,0.0004528931,0.894917,0.0368878,0.06211673],"study_design_scores_gemma":[0.000004378431,0.00002194649,0.000236463,0.00031259,0.000002945666,0.00004377118,0.00112098,0.0004145963,0.0001413922,0.3436903,0.6540013,0.000009308089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01418729,0.02391127,0.1063973,0.1700245,0.003878331,0.0005049111,0.000649825,0.0008289268,0.6796176],"genre_scores_gemma":[0.4565255,0.05482837,0.2087816,0.0438907,0.002210826,0.001509032,0.002038442,0.0007151737,0.2295004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01947387,"threshold_uncertainty_score":0.06514663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039256372960143,"score_gpt":0.2077347484711188,"score_spread":0.1973421847415174,"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."}}