{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259646,0.0002725698,0.0004234581,0.001074185,0.001194996,0.001122569,0.0004979766,0.0001360217,0.0009797857],"category_scores_gemma":[0.0006814237,0.0001359549,0.0003846975,0.003508281,0.0003667456,0.0002432535,0.0005286257,0.0002530806,0.0001094084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010953,"about_ca_system_score_gemma":0.007867482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757647,"about_ca_topic_score_gemma":0.9926077,"domain_scores_codex":[0.9993673,0.00005861142,0.00002216951,0.0002249172,0.0001750592,0.0001519712],"domain_scores_gemma":[0.9990829,0.0001018423,0.0001120278,0.00006724927,0.0005088312,0.0001270579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008266332,0.0001043931,0.9275808,0.0001794323,0.0004868557,0.0003486022,0.001676254,0.002848266,0.01756445,0.0006609632,0.003068863,0.04465453],"study_design_scores_gemma":[0.00000541255,0.00002082522,0.9961422,0.000009401024,0.00002812643,0.00001703792,0.0006318045,0.0006130981,0.0003902576,0.00003009803,0.002103206,0.000008666389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880754,0.0002539607,0.000612431,0.00004386054,0.000006001852,0.00003614068,0.009211745,0.0000384607,0.001721949],"genre_scores_gemma":[0.9905354,0.0001504989,0.001193741,0.00003538042,0.000001130157,0.00002953994,0.006981177,0.00001613483,0.001056924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02423531,"threshold_uncertainty_score":0.07947004,"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."}}