{"id":"W7161834324","doi":"10.82308/11672","title":"Economic feasibility of processing food waste and incorporating processed food waste products in least cost duck feeds","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food waste; Food processing; Economic feasibility; Revenue; Waste treatment; Food products; Production (economics); Food industry","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0005680512,0.0004038325,0.0006421746,0.00007362814,0.0001920828,0.0001487471,0.0002559027,0.0003361016,0.00003590476],"category_scores_gemma":[0.0002072055,0.0001919658,0.00009071532,0.000696274,0.0001331546,0.0004687264,0.00005830712,0.0003437342,9.430154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056467,"about_ca_system_score_gemma":0.0002772196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002576595,"about_ca_topic_score_gemma":0.01965649,"domain_scores_codex":[0.9974331,0.0001245685,0.0008605974,0.0009401578,0.0002429614,0.0003986707],"domain_scores_gemma":[0.998654,0.00005573249,0.0006298987,0.000129223,0.0004032163,0.0001279025],"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":[0.00143999,0.00152872,0.06673847,0.008338528,0.0000967286,0.000004714621,0.003197417,0.0002610804,0.06291333,0.0006761051,0.0001070312,0.8546979],"study_design_scores_gemma":[0.001375028,0.003425262,0.08088517,0.0008249551,0.00007950512,0.00003213194,0.8449779,0.0006911254,0.06210551,0.00390429,0.000151043,0.0015481],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943989,0.000489607,4.32117e-7,0.000450106,0.0001836682,0.001579656,0.00003490837,0.00005573064,0.002806987],"genre_scores_gemma":[0.9975033,0.0000356085,0.00006815603,0.0000133525,0.0002418588,0.00007741388,0.0003836603,0.000004828773,0.00167176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8531498,"threshold_uncertainty_score":0.9982322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108112727260941,"score_gpt":0.2545747904096107,"score_spread":0.2234936631370013,"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."}}