{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022534,0.0002308517,0.0004344454,0.0001197956,0.0001296946,0.00007014487,0.0002322473,0.0002905107,0.0002236089],"category_scores_gemma":[0.000444347,0.00008248007,0.0001956866,0.000754954,0.0000409256,0.0001692932,0.0001277931,0.0003535161,0.000006009761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085285,"about_ca_system_score_gemma":0.0006179975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1122705,"about_ca_topic_score_gemma":0.01444523,"domain_scores_codex":[0.9973451,0.0001106381,0.0004613099,0.0005535833,0.0008609276,0.0006683737],"domain_scores_gemma":[0.9984348,0.0001255343,0.0002647357,0.00008337089,0.0009986599,0.00009283529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009036004,0.001902541,0.1616547,0.006337406,0.0006808515,0.00038802,0.0002025596,0.0005637318,0.2650253,0.0003545397,0.1770838,0.384903],"study_design_scores_gemma":[0.0002184353,0.001669817,0.9164569,0.0001684099,0.00002732196,0.00006578632,0.0003809725,0.0004544239,0.002551586,0.0008038898,0.07671988,0.0004825167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854177,0.0001148341,0.00002213559,0.001001132,0.0002347416,0.005156078,0.0001662262,0.000135992,0.007751134],"genre_scores_gemma":[0.8495225,0.0004671577,0.000237177,0.000005537379,0.001017333,0.001317907,0.001527785,0.000008263265,0.1458964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7548023,"threshold_uncertainty_score":0.893641,"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."}}