{"id":"W4213412519","doi":"10.1016/j.envexpbot.2022.104824","title":"Latest biotechnology tools and targets for improving abiotic stress tolerance in protein legumes","year":2022,"lang":"en","type":"article","venue":"Environmental and Experimental Botany","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Abiotic stress; Abiotic component; Biology; Biotechnology; Context (archaeology); Drought tolerance; Agriculture; Agronomy; Ecology; Genetics; Gene","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":[0.001347646,0.0007900037,0.0009776563,0.00108183,0.0003580449,0.001671221,0.0006554851,0.0009092002,0.00201434],"category_scores_gemma":[0.0005127786,0.0004327391,0.0007735961,0.001034127,0.0005724833,0.001764119,0.000584414,0.001636657,0.0007855548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007038849,"about_ca_system_score_gemma":0.0006741578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006047299,"about_ca_topic_score_gemma":0.001072705,"domain_scores_codex":[0.9995753,0.0000544947,0.00003997456,0.00008613565,0.0001783688,0.00006575742],"domain_scores_gemma":[0.9995401,0.0001133159,0.000120613,0.00004448182,0.0001222265,0.00005930295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005179931,0.0001984886,0.001034724,0.003351551,0.0001120687,0.0002116768,0.0001195325,0.000731501,0.7098419,0.005013487,0.002865062,0.276002],"study_design_scores_gemma":[0.0001505483,0.001720111,0.008308789,0.0009340642,0.0008355636,0.00105159,0.0004299169,0.002310841,0.5990153,0.009141303,0.3760149,0.00008707842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.100506,0.8254219,0.05116619,0.006780901,0.0009876244,0.0001240404,0.0009075013,0.000529995,0.01357582],"genre_scores_gemma":[0.2699096,0.6548242,0.05966783,0.002280254,0.001150864,0.0001778954,0.002752878,0.0001310883,0.009105394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00201434,"threshold_uncertainty_score":0.007127106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007843271302954914,"score_gpt":0.183025323128012,"score_spread":0.1751820518250571,"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."}}