{"id":"W2047106255","doi":"10.1007/s11032-007-9107-9","title":"Validation of molecular markers for covered smut resistance and marker-assisted introgression of loose and covered smut resistance into hulless barley","year":2007,"lang":"en","type":"article","venue":"Molecular Breeding","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biology; Backcrossing; Smut; Introgression; Cultivar; Marker-assisted selection; Inoculation; Molecular marker; Genetic marker; Agronomy; Veterinary medicine; Horticulture; Gene; Genetics; Medicine","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":[0.0007269182,0.0001743082,0.0003084913,0.00004074347,0.0001328286,0.00003499601,0.0001426757,0.0001680679,0.00001285629],"category_scores_gemma":[0.0001340391,0.00009878576,0.00008596629,0.0002420977,0.0001671366,0.00005351552,0.00008909005,0.00007473513,1.683814e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001832193,"about_ca_system_score_gemma":0.0000103191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002462448,"about_ca_topic_score_gemma":0.0001348894,"domain_scores_codex":[0.9986569,0.00008130192,0.0004040434,0.0003653992,0.0002267501,0.0002656105],"domain_scores_gemma":[0.9991964,0.0001927187,0.0002474345,0.00008900708,0.0001740578,0.0001003561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006986585,0.00003757147,0.00248095,0.000128237,0.00002658064,0.00001391097,0.00006272663,0.000003321499,0.9833546,0.000416721,0.0001042514,0.0126725],"study_design_scores_gemma":[0.0008511647,0.0003968426,0.04816397,0.0002796711,0.00006248346,0.000007511127,0.0002286703,0.00004857265,0.9456729,0.002852586,0.001170242,0.000265426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938408,0.003283725,0.001572008,0.0003609023,0.00007392743,0.0003315821,0.00005288598,0.00001276781,0.0004714663],"genre_scores_gemma":[0.9967703,0.0001375277,0.00281849,0.00006358985,0.00003757882,0.000009518514,0.00006715795,0.000003881355,0.00009201976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04568302,"threshold_uncertainty_score":0.4028366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106475080356105,"score_gpt":0.2311819559790587,"score_spread":0.2205344479434483,"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."}}