{"id":"W4388294610","doi":"10.18174/639892","title":"Impact assessment of EC 2030 green deal targets for sustainable crop protection in potato production","year":2023,"lang":"en","type":"report","venue":"","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Production (economics); Business; Crop protection; Crop production; Sustainable production; Crop; Economic impact analysis; Sustainable agriculture; Agricultural science; Agriculture; Agroforestry; Environmental science; Economics; Agronomy; Geography; Biology","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":[0.005712498,0.001072399,0.0004502784,0.001248142,0.000555061,0.002304409,0.001265009,0.00214786,0.004498796],"category_scores_gemma":[0.002150144,0.0002725181,0.001044746,0.001031899,0.0004392812,0.001079075,0.001512129,0.0008857299,0.001314435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651298,"about_ca_system_score_gemma":0.004096049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03233734,"about_ca_topic_score_gemma":0.03188981,"domain_scores_codex":[0.995514,0.001303228,0.00006828943,0.0001291023,0.002557947,0.0004274881],"domain_scores_gemma":[0.9988789,0.0002876975,0.00009000841,0.00006453675,0.0005909157,0.00008788917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.004000218,0.001313418,0.02386795,0.001353962,0.0005727846,0.004097749,0.000715135,0.5448002,0.04362076,0.111097,0.07902363,0.1855371],"study_design_scores_gemma":[0.0007400349,0.006297594,0.1241818,0.001752853,0.0007760237,0.001732119,0.006106659,0.1745988,0.08465089,0.09952372,0.4991348,0.0005047124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2585678,0.004228632,0.0258457,0.004746752,0.0004382705,0.001180159,0.01019928,0.0004194945,0.694374],"genre_scores_gemma":[0.8889291,0.003757254,0.02868525,0.003636496,0.00006221695,0.001253732,0.009105767,0.0001806472,0.06438947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03233734,"threshold_uncertainty_score":0.06429821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157071083719384,"score_gpt":0.3925887778557056,"score_spread":0.2768816694837672,"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."}}