{"id":"W2766390322","doi":"10.1111/pce.13090","title":"Molecular improvement of alfalfa for enhanced productivity and adaptability in a changing environment","year":2017,"lang":"en","type":"review","venue":"Plant Cell & Environment","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Adaptability; Medicago sativa; Agriculture; Productivity; Agronomy; Forage; Biology; Population; Food security; Agroforestry; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003418362,0.0006504733,0.000778679,0.001402954,0.0002457143,0.0006342361,0.0004768814,0.0006723871,0.001773582],"category_scores_gemma":[0.0002482131,0.0001553049,0.0004668203,0.001135511,0.0001775796,0.0006103875,0.0002690817,0.0007746879,0.001004497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120745,"about_ca_system_score_gemma":0.0006068916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009503781,"about_ca_topic_score_gemma":0.00171583,"domain_scores_codex":[0.9999164,0.000009143056,0.00001174375,0.00001533477,0.00003386674,0.00001345647],"domain_scores_gemma":[0.9999012,0.00002447723,0.00002171096,0.000004843177,0.00003403555,0.00001371094],"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":[0.0001204341,0.00008588083,0.0004116473,0.02092089,0.0001335953,0.0005091446,0.000108592,0.0005450408,0.05378697,0.003655781,0.01345222,0.9062698],"study_design_scores_gemma":[0.00001341448,0.0001395551,0.001577406,0.001255421,0.0001640289,0.001050579,0.00006019675,0.00009590459,0.006948244,0.0008659991,0.9878113,0.00001797219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001268873,0.9958109,0.0004033264,0.000217768,0.0001751439,0.00000882058,0.00006199922,0.00001687786,0.002036319],"genre_scores_gemma":[0.005322419,0.991448,0.0007718338,0.0002153393,0.00007680884,0.000009973792,0.000206355,0.000002943348,0.001946291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001773582,"threshold_uncertainty_score":0.005933285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041949596252936,"score_gpt":0.241444581217039,"score_spread":0.2010250852545097,"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."}}