{"id":"W6999550087","doi":"","title":"Decentralized management of urban food waste: A proof of concept with neighborhood-scale vermicomposting in Montreal, Canada","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proof of concept; Legislation; Food security; Food supply; 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":[0.001154997,0.0003988933,0.0005479737,0.0003385384,0.003542093,0.001763298,0.001750383,0.0005406811,0.003382728],"category_scores_gemma":[0.001550077,0.0002574899,0.0004931013,0.0007741082,0.001453071,0.0006171304,0.001067184,0.0005838218,0.0002907219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0206963,"about_ca_system_score_gemma":0.03623233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510263,"about_ca_topic_score_gemma":0.9840552,"domain_scores_codex":[0.9989731,0.0002119526,0.00001828816,0.0001676602,0.0002150326,0.0004138322],"domain_scores_gemma":[0.9987675,0.0001950756,0.00007489973,0.00009163666,0.00057918,0.0002916476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006219626,0.01002426,0.1931965,0.0009556179,0.0005236746,0.001888559,0.004936751,0.2158662,0.07785261,0.01685707,0.02656596,0.4451131],"study_design_scores_gemma":[0.002282114,0.01064458,0.4891739,0.0002749253,0.000774678,0.0001940988,0.02418349,0.3431748,0.04840045,0.008686663,0.07182116,0.0003892472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962544,0.0001973735,0.01251409,0.00122785,0.00005390686,0.001445567,0.000574569,0.0003029228,0.02113974],"genre_scores_gemma":[0.9704264,0.000199758,0.01796109,0.0001806691,0.000007842666,0.0003106697,0.0003477703,0.0000321927,0.01053355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897374,"threshold_uncertainty_score":0.1501629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388287759075711,"score_gpt":0.2392408530982789,"score_spread":0.2253579755075218,"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."}}