{"id":"W4402565540","doi":"10.1016/j.wasman.2024.08.031","title":"Improving agricultural sustainability – A review of strategies to valorize tomato plant residues (TPR)","year":2024,"lang":"en","type":"review","venue":"Waste Management","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Sustainability; Agriculture; Environmental science; Chemistry; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004552774,0.0004822415,0.001178573,0.00003042043,0.00007354205,0.0001490298,0.0006420056,0.0001595267,0.00009795697],"category_scores_gemma":[0.00004048123,0.0001531236,0.0005346884,0.000706623,0.00003084955,0.00006437142,0.0005315178,0.0002149655,0.00005622992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288623,"about_ca_system_score_gemma":0.00003714323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001075968,"about_ca_topic_score_gemma":0.00004141331,"domain_scores_codex":[0.997683,0.0001068931,0.0007508859,0.0006775054,0.0003841674,0.0003975761],"domain_scores_gemma":[0.9992234,0.0000955677,0.000275203,0.0001906621,0.000089725,0.0001254542],"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":[0.000004478065,0.00003399705,3.33143e-7,0.3806697,0.0001484462,0.00005018945,0.00001812219,2.563839e-7,0.00005233172,0.0004619992,0.01846367,0.6000965],"study_design_scores_gemma":[0.00002074422,0.00008335855,0.00001449363,0.08533429,0.0009302784,0.00002044128,0.001484404,4.531389e-7,0.0000203997,0.0000629021,0.9116284,0.0003998239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003077517,0.9923403,5.998031e-7,0.0003232849,0.0002122906,0.001627862,0.0004923398,0.0001040587,0.004591514],"genre_scores_gemma":[0.00008859207,0.9963515,0.00004798321,0.00009333613,0.000318484,0.0001830251,0.0008663289,0.000002950653,0.002047801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8931648,"threshold_uncertainty_score":0.6244199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217386141695709,"score_gpt":0.2670124912605125,"score_spread":0.2452738770909416,"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."}}