{"id":"W3145844592","doi":"10.1002/leg3.92","title":"Historical review of faba bean improvement in western Canada","year":2021,"lang":"en","type":"article","venue":"Legume Science","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; University of Saskatchewan","funders":"Saskatchewan Pulse Growers; Western Grains Research Foundation","keywords":"Vicia faba; Germplasm; Agroecology; Biology; Agronomy; Crop; Geography; Biotechnology; Agroforestry; Ecology; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000176401,0.00005263891,0.0001203049,0.000003163597,0.00006720585,0.000005951656,0.0001811804,0.000009279987,0.0001149989],"category_scores_gemma":[0.00003261749,0.00002097484,0.0000213565,0.0003342462,0.00008728749,0.00003737208,0.0001464625,0.00003560331,0.000002324782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411734,"about_ca_system_score_gemma":0.00005402186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1533979,"about_ca_topic_score_gemma":0.3677145,"domain_scores_codex":[0.9991489,0.0000124758,0.0001579446,0.0001963702,0.0003144446,0.0001698366],"domain_scores_gemma":[0.9998232,0.00001704438,0.00004007561,0.00004641404,0.0000230326,0.00005026877],"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":[0.000001777869,0.00009754059,0.2430136,0.0001943477,0.000002594418,0.00002175566,0.00005101957,0.000002489406,0.6691644,0.00003854124,0.002520883,0.08489113],"study_design_scores_gemma":[0.00003968569,0.00007373057,0.906577,0.0002284121,0.000003100146,0.000003257389,0.0002110659,0.000001559545,0.01949332,0.0000175438,0.07325434,0.00009697898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859608,0.008609267,4.996448e-7,0.003829804,0.0001318303,0.00005931942,0.000003544853,0.000002548864,0.001402315],"genre_scores_gemma":[0.9969045,0.001564689,0.00004611851,0.0006849206,0.00001697209,0.00000390868,0.000001272796,1.745035e-7,0.0007774348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6635634,"threshold_uncertainty_score":0.8522397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290364320850598,"score_gpt":0.1959913684714137,"score_spread":0.1830877252629078,"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."}}