{"id":"W3136128679","doi":"10.28974/idojaras.2021.1.5","title":"Soil-specific drought sensitivity of Hungarian terroirs based on yield reactions of arable crops","year":2021,"lang":"en","type":"article","venue":"Időjárás","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; European Commission; Magyar Tudományos Akadémia; International Development Research Centre","keywords":"Arable land; Environmental science; Soil fertility; Soil water; Sunflower; Agronomy; Precipitation; Helianthus annuus; Sowing; Crop; Crop yield; Climate change; Agriculture; Geography; Soil science; Biology; Ecology; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002559444,0.0001560981,0.0001254972,0.0009757167,0.0001241175,0.0003781713,0.0001023677,0.0001112705,0.001114666],"category_scores_gemma":[0.0006256576,0.00008812114,0.0001811415,0.0007584134,0.0001061158,0.0001491063,0.0002956472,0.00007108688,0.00015489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849805,"about_ca_system_score_gemma":0.00009892815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006478947,"about_ca_topic_score_gemma":0.009609587,"domain_scores_codex":[0.9998542,0.00002795729,0.00002024453,0.00004009546,0.00002050115,0.00003696882],"domain_scores_gemma":[0.9996636,0.00006963033,0.0001166725,0.00002394474,0.00005896754,0.00006713714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007404652,0.00001190069,0.9958132,0.000009304806,0.000040569,0.00007880399,0.000122636,0.0006421367,0.000879281,0.00002830563,0.00007212348,0.002227713],"study_design_scores_gemma":[7.432464e-7,0.00001556607,0.9992657,0.000001175927,0.000006132596,0.00003827883,0.00009922979,0.0003502905,0.0001268792,0.00001194202,0.00008281429,0.000001248355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990233,0.0000314053,0.00006345769,0.000002794744,6.240076e-7,0.000002568572,0.0005821363,0.00000333814,0.0002903825],"genre_scores_gemma":[0.9988633,0.00002057698,0.00005759185,0.000001771578,8.962405e-7,0.000002653458,0.0009354408,8.862603e-7,0.0001168246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006478947,"threshold_uncertainty_score":0.01288247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100358270153519,"score_gpt":0.2184823316736387,"score_spread":0.1874787489721035,"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."}}