{"id":"W3215134814","doi":"10.2139/ssrn.3932621","title":"Strengthening Canada's Food System by Reducing Food waste","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Food waste; Food systems; Business; Food security; Agricultural economics; Waste management; Environmental science; Environmental planning; Geography; Economics; Agriculture; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006516278,0.0001462268,0.0001861997,0.000008699725,0.0004762801,0.00009334059,0.0001993823,0.00006776235,0.00003000732],"category_scores_gemma":[0.00008483716,0.00006536671,0.0001116282,0.000308565,0.00002126926,0.00009873899,0.00004294044,0.0009237772,7.620981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743214,"about_ca_system_score_gemma":0.001940366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02199031,"about_ca_topic_score_gemma":0.4979489,"domain_scores_codex":[0.9973383,0.0001819906,0.0003064945,0.000269559,0.0003256792,0.001577974],"domain_scores_gemma":[0.9994112,0.00005863512,0.0001294975,0.00006439204,0.0001837889,0.0001525011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001012958,0.0002526973,0.001382263,0.00007467766,0.0006375957,0.0000302653,0.0002557813,0.0003040942,0.08409587,0.06470688,0.003763436,0.8443952],"study_design_scores_gemma":[0.0007576094,0.002585155,0.0005053653,0.000112118,0.00007187866,0.003403735,0.9296445,0.0002362785,0.02422194,0.007975342,0.02969616,0.0007899393],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926747,0.004077545,0.00002410504,0.002205122,0.0003057931,0.00006645108,0.00002080862,0.00003509997,0.0005903459],"genre_scores_gemma":[0.9983667,0.0001838691,0.00000870193,0.00004260797,0.0004383602,0.000003105395,0.00001750344,0.000001764337,0.000937423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9293887,"threshold_uncertainty_score":0.9845223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005815966460168702,"score_gpt":0.178050744704198,"score_spread":0.1722347782440293,"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."}}