{"id":"W2069976767","doi":"10.2135/cropsci2009.03.0133","title":"Identifying Essential Test Locations for Oat Breeding in Eastern Canada","year":2010,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Government of New Brunswick; Mining Association of Canada; Atlantic Industries (Canada); Agriculture and Agri-Food Canada","funders":"","keywords":"Breed; Biplot; Avena; Biology; Cultivar; Yield (engineering); Test weight; Agriculture; Breeding program; Test (biology); Genotype; Agronomy; Biotechnology; Ecology","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":[0.0003038773,0.00005669146,0.00005518604,0.00001620186,0.0003971575,0.0001979882,0.0003802109,0.00002380975,0.00004234103],"category_scores_gemma":[0.0001695758,0.00002558854,0.0000152064,0.0004099137,0.0001108027,0.0001198811,0.00006174112,0.00008012725,0.000003877447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001968794,"about_ca_system_score_gemma":0.00009476778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1231736,"about_ca_topic_score_gemma":0.8379486,"domain_scores_codex":[0.9991949,0.000002669366,0.0001103316,0.0002208943,0.0001997316,0.0002715318],"domain_scores_gemma":[0.9996313,0.0001343967,0.00003798496,0.00003540119,0.0000771686,0.00008368579],"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":[6.402425e-7,0.000007825301,0.04557917,0.00000203418,2.010169e-7,7.652237e-7,0.00003015034,0.000008432919,0.9455571,0.0001759466,0.00009935634,0.008538401],"study_design_scores_gemma":[0.000138233,0.00005766307,0.8963919,0.00003634935,0.000004668696,0.00001871762,0.0005708881,0.009586035,0.08189548,0.0005387819,0.01047,0.0002913345],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980208,0.00001022734,0.00003306475,0.000739326,0.0006427245,0.00009686783,0.00002522058,0.000008401935,0.0004233318],"genre_scores_gemma":[0.999305,0.000001623402,0.0002739135,0.00006102071,0.0001921683,0.000006606294,0.000006031402,3.537874e-7,0.0001533386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8636616,"threshold_uncertainty_score":0.8826652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353864837941563,"score_gpt":0.2413190203045868,"score_spread":0.2077803719251711,"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."}}