{"id":"W1535733570","doi":"10.1002/9781118354100.ch2","title":"Breeding for Ideal Milling Oat: Challenges and Strategies","year":2013,"lang":"en","type":"other","venue":"","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Ideal (ethics); Business; Biotechnology; Agricultural engineering; Agricultural science; Biology; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01002106,0.0006191581,0.001079153,0.0007809339,0.0007867054,0.00362918,0.001874068,0.001102836,0.003122951],"category_scores_gemma":[0.004280441,0.0002717639,0.0002965344,0.0007682175,0.001494635,0.002208803,0.002276533,0.002056505,0.001228053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140864,"about_ca_system_score_gemma":0.002186013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359444,"about_ca_topic_score_gemma":0.002998699,"domain_scores_codex":[0.9980865,0.0005401053,0.0001700592,0.0003820269,0.0006830635,0.0001383342],"domain_scores_gemma":[0.9973787,0.001102467,0.0003239338,0.000215742,0.000524279,0.0004549525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005536469,0.0005564047,0.01989808,0.001288088,0.000129294,0.001237542,0.001904079,0.008318231,0.1018411,0.0843773,0.0148473,0.765049],"study_design_scores_gemma":[0.0002738714,0.003153062,0.03705862,0.001654599,0.0003202861,0.004238072,0.008461465,0.0301983,0.05060795,0.1570573,0.7066841,0.0002923182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3691483,0.07681935,0.3850082,0.08683727,0.001172458,0.001007374,0.001047543,0.00173875,0.07722082],"genre_scores_gemma":[0.4518885,0.04515674,0.4611576,0.01343284,0.0006034023,0.0007913233,0.001420703,0.0004977049,0.02505126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01002106,"threshold_uncertainty_score":0.05299705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06679368240528881,"score_gpt":0.2177448690154199,"score_spread":0.1509511866101311,"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."}}