{"id":"W7077072247","doi":"10.5376/tgg.2024.15.0030","title":"Development and Utilization of Male Sterile Lines in Wheat","year":2024,"lang":"en","type":"article","venue":"Triticeae Genomics and Genetics","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sterility; Agriculture; Hybrid seed; Purebred; Crop; Unavailability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008412343,0.0003931221,0.0002824302,0.0007143272,0.000314121,0.0006076188,0.0006223271,0.0003529387,0.0009038411],"category_scores_gemma":[0.0004553949,0.0002040684,0.0004106578,0.0004802608,0.0002766043,0.000486309,0.0007155276,0.0006931511,0.0005713723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937389,"about_ca_system_score_gemma":0.0003961018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00039144,"about_ca_topic_score_gemma":0.0007745657,"domain_scores_codex":[0.9994606,0.000100352,0.00006447933,0.0001621208,0.000158248,0.00005421203],"domain_scores_gemma":[0.9997104,0.00004318748,0.00008271023,0.00007293189,0.00004760033,0.0000432649],"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":[0.00003724824,0.00003797478,0.001445753,0.0001100613,0.00001330721,0.0001812477,0.0001263137,0.0002371288,0.9632443,0.001428983,0.000139752,0.03299798],"study_design_scores_gemma":[0.00004064233,0.001313218,0.01630442,0.00006374149,0.0001336759,0.002070404,0.000305917,0.002860988,0.9038256,0.001208903,0.07182132,0.00005110292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068047,0.005392047,0.2707678,0.0006051264,0.0002446323,0.0005082348,0.001483074,0.001522409,0.01267202],"genre_scores_gemma":[0.8705745,0.006028038,0.1096752,0.0003955515,0.00004327204,0.0002821228,0.003066652,0.0003630182,0.009571726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009038411,"threshold_uncertainty_score":0.004448891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784769176945412,"score_gpt":0.2528055053336194,"score_spread":0.2149578135641653,"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."}}