{"id":"W3010519531","doi":"10.30766/2072-9081.2020.21.1.18-27","title":"Loose smut resistance and adaptability of spring soft wheat varieties of VIR collection","year":2020,"lang":"en","type":"article","venue":"Agricultural science Euro-North-East","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smut; Infestation; Biology; Horticulture; Grain yield; Resistance (ecology); Plant disease resistance; Adaptability; Agronomy; Yield (engineering); Geography; Ecology","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":[0.0001628864,0.0002194954,0.0002787322,0.00074745,0.0003977074,0.0003858423,0.0001611114,0.0001205235,0.0003918411],"category_scores_gemma":[0.0001370132,0.0001035443,0.0001953531,0.0006623262,0.0001532093,0.0001268498,0.0002661275,0.0002240781,0.00009964352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446882,"about_ca_system_score_gemma":0.0002908156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003873302,"about_ca_topic_score_gemma":0.009654789,"domain_scores_codex":[0.9998333,0.00001434088,0.00001625354,0.00006699579,0.00003266802,0.00003646015],"domain_scores_gemma":[0.9999075,0.00001026622,0.00002651341,0.00001107833,0.00001540058,0.00002932386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001486424,0.0003518367,0.6237182,0.0001133353,0.0001706554,0.001271439,0.0021622,0.0007130475,0.3351648,0.0002777877,0.0003671099,0.03420328],"study_design_scores_gemma":[0.000006808973,0.0002054857,0.9964198,0.000003195626,0.00001585922,0.0002496084,0.0002697946,0.0000925236,0.002018674,0.000024363,0.0006900043,0.000003849753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994168,0.00006413063,0.00005255602,0.000002809364,0.000002363755,0.000004791484,0.0002205627,0.000005456747,0.0002305788],"genre_scores_gemma":[0.998389,0.00004700062,0.0001272606,0.000006375332,0.000001671819,0.000006813152,0.001058825,0.000003881891,0.0003592114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003873302,"threshold_uncertainty_score":0.007701516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081949194212008,"score_gpt":0.1822792722634393,"score_spread":0.1614597803213192,"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."}}