{"id":"W4391578439","doi":"10.21203/rs.3.rs-3917360/v1","title":"Doubled haploidy methodology for three forage grasses [crested wheatgrass (Agropyron cristatum (L.) Gaertn.), hybrid bromegrass (Bromus riparius x B. inermis), and meadow bromegrass (Bromus riparius Rehm.)]","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; National Research Council Canada","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Bromus inermis; Agropyron cristatum; Agropyron; Bromus; Forage; Leymus; Agronomy; Biology; Botany; Poaceae; Grassland","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037233,0.0007033907,0.0007938142,0.001414274,0.001417203,0.0005928015,0.0007025757,0.0006720524,0.01367978],"category_scores_gemma":[0.001099545,0.0005289044,0.0007450943,0.001195356,0.000555051,0.0003139692,0.0008676994,0.002230266,0.00417255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824147,"about_ca_system_score_gemma":0.0005755682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988265,"about_ca_topic_score_gemma":0.006028954,"domain_scores_codex":[0.9989685,0.0001814489,0.0001822541,0.0004067541,0.000178336,0.00008271027],"domain_scores_gemma":[0.9989085,0.0002282559,0.0001514372,0.0004611031,0.0001615098,0.0000891758],"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":[0.0005767471,0.0001442222,0.002803052,0.000377023,0.0001269087,0.0003819314,0.0009489777,0.0006869666,0.9428158,0.007448622,0.00352283,0.04016698],"study_design_scores_gemma":[0.0004243344,0.0007679524,0.03180911,0.00007884539,0.0004011618,0.001563191,0.0002817394,0.004340459,0.7676392,0.004870635,0.1876778,0.0001456184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2363599,0.001568383,0.6869826,0.0005009872,0.0009471254,0.003806886,0.04303804,0.003560322,0.02323579],"genre_scores_gemma":[0.2992279,0.002000268,0.5779513,0.0006706422,0.0001211363,0.009115708,0.04853263,0.004241897,0.05813864],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01367978,"threshold_uncertainty_score":0.04576337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674495104052139,"score_gpt":0.3861680887020044,"score_spread":0.2187185782967906,"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."}}