{"id":"W2955494442","doi":"10.7176/isde/10-5-05","title":"Universal Design to Limit Food Cross-Contamination: Incased Set of Kitchen Utensils with Five Color-Coded Food Chopping Boards and Knifes","year":2019,"lang":"en","type":"article","venue":"","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innovation, Science and Economic Development Canada","keywords":"Computer science; Set (abstract data type); Software; Engineering drawing; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002322275,0.0001284905,0.0002093061,0.00002236755,0.0001019421,0.00005800272,0.0001140173,0.00007641362,0.0001861264],"category_scores_gemma":[0.00004528243,0.00005146664,0.00004209772,0.0002988049,0.00009746393,0.0001995794,0.00006200728,0.00006726952,0.000002421069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004509359,"about_ca_system_score_gemma":0.00003200857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000223903,"about_ca_topic_score_gemma":0.0002666169,"domain_scores_codex":[0.9990749,0.00007747763,0.0001684472,0.0003009732,0.0001773205,0.0002008854],"domain_scores_gemma":[0.9992965,0.0001775716,0.00007162533,0.00006626036,0.0002759627,0.0001120684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007970478,0.001209787,0.3380437,0.0004431207,0.001097326,0.00003315855,0.01431393,0.00353143,0.3336576,0.02042595,0.003112289,0.2761613],"study_design_scores_gemma":[0.003300798,0.02943704,0.6572699,0.00009295414,0.00007185784,0.00005092698,0.1750316,0.00171554,0.1277056,0.0009927271,0.003287549,0.001043521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965208,0.00001688574,0.00009148534,0.001157814,0.00004436282,0.0006210825,0.00002557446,0.00004075644,0.001481199],"genre_scores_gemma":[0.9980695,0.000001826697,0.0004451524,0.0001160895,0.00004164696,0.000008616851,0.000008900119,9.647981e-7,0.001307302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3192262,"threshold_uncertainty_score":0.2098749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143366006089291,"score_gpt":0.2257045771866537,"score_spread":0.2042709171257608,"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."}}