{"id":"W4224102905","doi":"10.15353/cfs-rcea.v9i1.490","title":"Critical food guidance for tackling food waste in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Pierre Elliott Trudeau Foundation","keywords":"Food waste; Agency (philosophy); Hierarchy; Business; Food chain; Environmental economics; Food systems; Environmental planning; Supply chain; Environmental science; Engineering; Waste management; Marketing; Economics; Food security; Sociology; Geography; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.006537097,0.0006170992,0.0002815317,0.002965199,0.0177146,0.006756058,0.002387639,0.003515196,0.00848875],"category_scores_gemma":[0.01113559,0.0003881199,0.0005200814,0.002706484,0.008122426,0.001870194,0.004610511,0.00373126,0.0006357327],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1496851,"about_ca_system_score_gemma":0.4422255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758226,"about_ca_topic_score_gemma":0.9925305,"domain_scores_codex":[0.9925663,0.00151142,0.0002171208,0.000334994,0.003466394,0.001903768],"domain_scores_gemma":[0.9891796,0.001613335,0.0003751731,0.0001956899,0.006655448,0.001980655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001056098,0.0003129468,0.00907254,0.001051091,0.00002187761,0.002081744,0.05017031,0.003665723,0.003972401,0.3913196,0.3184248,0.2198013],"study_design_scores_gemma":[0.00001652331,0.00005398705,0.0069156,0.000664686,0.00001548498,0.0001384694,0.02644796,0.001003322,0.001381482,0.01661301,0.9466562,0.00009346069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09059069,0.009502889,0.02641589,0.2322032,0.00189048,0.002100503,0.001217912,0.0007384462,0.6353399],"genre_scores_gemma":[0.6722466,0.009458589,0.07944479,0.03001791,0.000137643,0.0006931472,0.0007149413,0.0001791232,0.2071071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1496851,"threshold_uncertainty_score":0.9862447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03864093090356632,"score_gpt":0.2388768772755657,"score_spread":0.2002359463719994,"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."}}