{"id":"W3188121862","doi":"10.14288/1.0392738","title":"Alma Mater Society (AMS) Food Recovery Strategy","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.001478914,0.0004715098,0.000180733,0.001034447,0.001677322,0.002398986,0.001254895,0.002631508,0.1301795],"category_scores_gemma":[0.001588179,0.0001871175,0.0004672886,0.0004793484,0.0003455581,0.001150926,0.002009212,0.001702789,0.03422169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00416575,"about_ca_system_score_gemma":0.01228977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413245,"about_ca_topic_score_gemma":0.04570926,"domain_scores_codex":[0.9990004,0.00008992232,0.00003058709,0.00009190082,0.0005570509,0.0002301263],"domain_scores_gemma":[0.9991992,0.00006115149,0.00004472945,0.00003862345,0.0004490214,0.0002071753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001740062,0.0001480022,0.001141755,0.0003096184,0.0000148454,0.0004178843,0.0002190521,0.0002043516,0.002030275,0.04681409,0.7631478,0.1853784],"study_design_scores_gemma":[0.000004810109,0.00001293655,0.000442081,0.00003903923,0.000001710568,0.00004412104,0.0000535166,0.00004486964,0.0001660273,0.0004075961,0.9987813,0.000002091959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008657557,0.006732232,0.002224079,0.04720676,0.004360111,0.0004502239,0.004791738,0.001042034,0.9245352],"genre_scores_gemma":[0.03849266,0.004548783,0.00345868,0.0224687,0.0005079843,0.000265609,0.002758671,0.0001849702,0.9273139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9658675,"threshold_uncertainty_score":0.4354938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512954292340736,"score_gpt":0.1628935973383682,"score_spread":0.1477640544149608,"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."}}