{"id":"W2884427044","doi":"10.26898/0370-8799-2018-3-3","title":"ECOLOGICAL PLASTICITY OF SPRING OATS IN THE CONDITIONS OF WESTERN SIBERIA","year":2018,"lang":"en","type":"article","venue":"Siberian Herald of Agricultural Science","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chernozem; Loam; Humus; Spring (device); Yield (engineering); Soil texture; Grain yield; Agronomy; Geography; Environmental science; Biology; Ecology; Soil water","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073572,0.0001740896,0.0001803495,0.001071654,0.0005533907,0.000319238,0.0001004171,0.00009415676,0.0009149876],"category_scores_gemma":[0.0001591893,0.00008314033,0.0001871709,0.0008423887,0.0002674578,0.0001520574,0.0003123689,0.0001064283,0.0001358904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003994183,"about_ca_system_score_gemma":0.0001809891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008327245,"about_ca_topic_score_gemma":0.01968658,"domain_scores_codex":[0.9999127,0.00001116215,0.00001034788,0.00002782786,0.00002061438,0.00001722652],"domain_scores_gemma":[0.9999028,0.000008859081,0.00003476776,0.00000980278,0.00001751342,0.00002620844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001814672,0.00006388428,0.9231029,0.00003599716,0.00007808716,0.0009619561,0.002129881,0.0003582463,0.06439538,0.00008152943,0.00006596236,0.008544791],"study_design_scores_gemma":[3.169181e-7,0.00001454688,0.9994528,5.833197e-7,0.000002173294,0.00006804756,0.0001909386,0.00002544214,0.0001657166,0.000005906036,0.00007254909,9.60095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996253,0.00002736678,0.00002366519,0.000001624459,4.885625e-7,0.000001782468,0.00009495948,9.52697e-7,0.0002239512],"genre_scores_gemma":[0.9994055,0.00002817071,0.00004789532,0.000002134547,9.91485e-7,0.000003279953,0.0002506316,0.000001129923,0.0002603451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008327245,"threshold_uncertainty_score":0.01655757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941733014671254,"score_gpt":0.239264761938302,"score_spread":0.2198474317915895,"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."}}