{"id":"W2984222399","doi":"10.32634/0869-8155-2019-326-1-27-32","title":"Soft spring wheat breeding for septoriosis resistance","year":2019,"lang":"en","type":"article","venue":"Agrarian science","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Septoria; Biology; Hardiness (plants); Population; Resistance (ecology); Introgression; Pathogen; Agronomy; Biotechnology; Cultivar; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006317723,0.0001285101,0.0001373312,0.00001322842,0.0005863237,0.0002352183,0.0005487497,0.00004411575,0.0001151144],"category_scores_gemma":[0.00009940322,0.00004629656,0.00008000428,0.0007026242,0.0001402023,0.0007453762,0.0001231755,0.00006927253,0.00005926096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006663072,"about_ca_system_score_gemma":0.00001838277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008911923,"about_ca_topic_score_gemma":0.0003404085,"domain_scores_codex":[0.9983983,0.00001226935,0.0001564719,0.0005920536,0.0003694111,0.0004715095],"domain_scores_gemma":[0.9994597,0.0001136941,0.00007742419,0.00009513149,0.0001345904,0.0001193976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001337214,0.00002232481,0.003708063,0.000009169082,0.000002444045,2.203133e-7,0.00005638559,0.000004057795,0.9765229,0.002623102,0.0007934106,0.01624454],"study_design_scores_gemma":[0.0005720411,0.0009001836,0.2750271,0.0001356497,0.00002723129,0.000005820065,0.001529339,0.0002389171,0.2668914,0.003085684,0.4504314,0.001155247],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927609,0.00007317569,0.00004758014,0.00313498,0.0005670686,0.0004869445,0.00001872809,0.00007491095,0.002835733],"genre_scores_gemma":[0.9964154,0.000005016551,0.000427558,0.0002521369,0.0002908207,0.00002233805,0.000005762436,5.151914e-7,0.002580403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7096314,"threshold_uncertainty_score":0.4509587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698042237451467,"score_gpt":0.2088595499588989,"score_spread":0.1918791275843842,"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."}}