{"id":"W3199131716","doi":"","title":"Variety in Food Purchases: Associations with Diet Quality and Household Food Waste among Families with Young Children","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Agri-Food Innovation Alliance; University of Guelph","keywords":"Food waste; Quality (philosophy); Environmental health; Business; Variety (cybernetics); Food science; Medicine; Engineering; Waste management; Biology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134453,0.0001995741,0.0003723185,0.00002765672,0.0004080651,0.00004331778,0.0002707748,0.0001950118,0.00001929193],"category_scores_gemma":[0.00003633526,0.00008442033,0.000113139,0.0006202531,0.0001946715,0.0001884525,0.00007314808,0.0003120159,1.510946e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008140744,"about_ca_system_score_gemma":0.00005463978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008536547,"about_ca_topic_score_gemma":0.1700277,"domain_scores_codex":[0.9987044,0.0002271001,0.0001657907,0.0003676513,0.0003144389,0.000220562],"domain_scores_gemma":[0.9991744,0.0001349482,0.0003018469,0.00012028,0.0002013419,0.000067199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004116612,0.001336789,0.9099158,0.000508829,0.001655434,0.00002280481,0.02996277,0.000347469,0.02180912,0.001243806,0.0002362014,0.02884433],"study_design_scores_gemma":[0.0002573416,0.000754991,0.7587544,0.00003593913,0.00006999051,0.000001804424,0.2398224,0.000004048314,0.00004856924,0.00006008075,0.00002674107,0.0001637043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980114,0.0002008485,0.000001735158,0.000511529,0.00003629135,0.0004263264,0.0004154008,0.00003444629,0.0003620814],"genre_scores_gemma":[0.9982546,0.0001536771,0.00002403988,0.00001015789,0.00004201688,0.000001428314,0.00102184,0.000001766929,0.000490476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098596,"threshold_uncertainty_score":0.9980657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872329136023153,"score_gpt":0.2028012012938998,"score_spread":0.1840779099336682,"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."}}