{"id":"W3161594751","doi":"10.1002/tpg2.20099","title":"The effects of crop attributes, selection, and recombination on Canadian bread wheat molecular variation","year":2021,"lang":"en","type":"article","venue":"The Plant Genome","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian International Grains Institute; University of Saskatchewan; University of Guelph","funders":"","keywords":"Selection (genetic algorithm); Variation (astronomy); Recombination; Crop; Biology; Agronomy; Biotechnology; Genetics; Computer science; Gene; Physics; Artificial intelligence","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":[0.0004967649,0.000299215,0.0002523337,0.000925294,0.001143238,0.000479186,0.0004363793,0.000127768,0.001370225],"category_scores_gemma":[0.0007536002,0.0001557887,0.0003012248,0.001420379,0.0003636353,0.0001444322,0.0003807407,0.000297859,0.0001031126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005921566,"about_ca_system_score_gemma":0.004469316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8219292,"about_ca_topic_score_gemma":0.9532195,"domain_scores_codex":[0.999464,0.00006953666,0.00002236827,0.0001612541,0.0001723429,0.0001105391],"domain_scores_gemma":[0.9996013,0.00007986893,0.00006115458,0.00003665772,0.0001405745,0.00008042368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001211603,0.00008603827,0.5242219,0.0001672373,0.0004899153,0.0007605533,0.00285166,0.002134945,0.3786722,0.002611494,0.001518178,0.08527417],"study_design_scores_gemma":[0.00001306119,0.00002998656,0.9931073,0.000008789044,0.00005040502,0.0001010035,0.0002141732,0.0005862065,0.002571572,0.00007826421,0.003225495,0.00001382618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962603,0.0002586168,0.000715878,0.0000589051,0.000004251903,0.00001555013,0.0009739551,0.00001728743,0.001695193],"genre_scores_gemma":[0.996234,0.000228692,0.001324538,0.00003521769,0.000001637657,0.00001436978,0.001076014,0.00002731662,0.001058305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780708,"threshold_uncertainty_score":0.3582391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008675395081362914,"score_gpt":0.174296399494667,"score_spread":0.165621004413304,"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."}}