{"id":"W3216739251","doi":"","title":"Urban food systems: socio-technological innovation for cities to tackle the zero waste challenge","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Food waste; Context (archaeology); Business; Food systems; Food processing; Environmental planning; Sustainability; Food security; Agriculture; Natural resource economics; Engineering; Geography; Economics; Political science; Waste management; Ecology","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":[0.00316495,0.0005657659,0.0003425355,0.001253276,0.002521239,0.008454376,0.001310706,0.002843394,0.007278692],"category_scores_gemma":[0.002468897,0.0002643311,0.0005996164,0.001747224,0.005876523,0.007089269,0.008662741,0.002357885,0.0008092155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129309,"about_ca_system_score_gemma":0.01090926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004447316,"about_ca_topic_score_gemma":0.009546564,"domain_scores_codex":[0.9983994,0.0008333271,0.00004776549,0.0001332568,0.0002504538,0.0003358382],"domain_scores_gemma":[0.9981231,0.0006908977,0.0002260957,0.0002137812,0.0003710652,0.0003749833],"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":[0.00005871458,0.0001954282,0.003756653,0.003034029,0.0000908117,0.0005740105,0.01731801,0.005939058,0.002600986,0.7205645,0.03770539,0.2081625],"study_design_scores_gemma":[0.00002146947,0.0001251521,0.003439816,0.001083061,0.00004299403,0.00009619672,0.02636912,0.001910202,0.001300547,0.1385691,0.8270066,0.00003574743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1643404,0.09426466,0.063255,0.3368322,0.002772102,0.0006029669,0.000544135,0.0008058039,0.3365827],"genre_scores_gemma":[0.8825811,0.04127213,0.03390034,0.01071687,0.00052127,0.0004041225,0.0003161952,0.0001119972,0.03017605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008454376,"threshold_uncertainty_score":0.051727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718317320613528,"score_gpt":0.238004222882519,"score_spread":0.2008210496763837,"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."}}