{"id":"W4385339224","doi":"10.2139/ssrn.4524650","title":"Dashboard for Improving Sustainable Healthy Food Choices","year":2023,"lang":"en","type":"preprint","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":"McGill University","funders":"","keywords":"Dashboard; Business; Sustainable agriculture; Sustainability; Healthy food; Process management; Marketing; Computer science; Food science; Data science; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004261528,0.0009493017,0.0007285095,0.00109002,0.0006731597,0.00497834,0.0008665348,0.00151995,0.04644396],"category_scores_gemma":[0.01135926,0.0002981275,0.0003607203,0.00217544,0.0005608564,0.004684609,0.003835496,0.001979904,0.006264385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005943145,"about_ca_system_score_gemma":0.001747253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737147,"about_ca_topic_score_gemma":0.001800162,"domain_scores_codex":[0.9981399,0.0006927491,0.0001075285,0.0002414235,0.0006709662,0.0001473924],"domain_scores_gemma":[0.9945456,0.002308598,0.000344984,0.0008725864,0.001079297,0.0008489523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007085313,0.00101836,0.003298726,0.0006152528,0.0001169297,0.000158985,0.0006008054,0.008333156,0.004098573,0.07952031,0.2042551,0.6972753],"study_design_scores_gemma":[0.0003727712,0.0005223915,0.00879746,0.0005935449,0.0001841413,0.0000827914,0.002073638,0.06645042,0.008715339,0.3586183,0.5534297,0.0001594349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1787758,0.006031498,0.3770009,0.09505967,0.01644773,0.001447031,0.02065386,0.03410979,0.2704738],"genre_scores_gemma":[0.605253,0.005298612,0.2600194,0.006161125,0.00206696,0.001266817,0.01650042,0.001577056,0.1018566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04644396,"threshold_uncertainty_score":0.1553705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409038652893478,"score_gpt":0.2643451378653017,"score_spread":0.240254751336367,"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."}}