{"id":"W3111911437","doi":"10.1002/csc2.20426","title":"Oat mega‐environments in Canada","year":2020,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI; University of Saskatchewan; Brandon University; Agriculture and Agri-Food Canada","funders":"","keywords":"Biplot; Avena; Biology; Cultivar; Perennial plant; Rust (programming language); Variety (cybernetics); Agronomy; New Variety; Stem rust; Botany; Genotype; Statistics; Mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008330156,0.00004198846,0.00004672689,0.000002880123,0.00009964098,0.00003552136,0.0003001586,0.000008888428,0.0001609686],"category_scores_gemma":[0.00002537479,0.00001592199,0.000007427685,0.0003572181,0.00005538834,0.00005204296,0.00006983426,0.00004243307,0.00001653552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005006795,"about_ca_system_score_gemma":0.00006138444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3667232,"about_ca_topic_score_gemma":0.5971742,"domain_scores_codex":[0.9993293,0.000005693708,0.00006774962,0.0001820039,0.0002227167,0.0001925547],"domain_scores_gemma":[0.9998201,0.00001847192,0.00001754285,0.00001729749,0.00000456822,0.0001220462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000001596353,0.000003416446,0.08684981,6.368173e-7,2.160321e-7,0.000007923608,0.00004235761,0.00009396237,0.8969424,0.00003246262,0.0002930614,0.01573213],"study_design_scores_gemma":[0.0000383878,0.0000365136,0.9441959,0.000004174861,6.474554e-7,0.000001748443,0.0001971506,0.001762179,0.02087342,0.00003259195,0.03275432,0.0001029315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962828,0.00003088043,0.000001024479,0.002257341,0.00006848091,0.0000347216,0.000008061559,0.000003236429,0.001313506],"genre_scores_gemma":[0.9990384,0.00001027892,0.00002866786,0.0008526533,0.00003878827,7.723256e-7,0.000001556582,1.260524e-7,0.00002877236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.876069,"threshold_uncertainty_score":0.6374939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062043650492899,"score_gpt":0.1631213676671902,"score_spread":0.1325009311622612,"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."}}