{"id":"W4220919914","doi":"10.1016/j.stress.2022.100081","title":"Cold stress in plants: Strategies to improve cold tolerance in forage species","year":2022,"lang":"en","type":"article","venue":"Plant Stress","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Phenomics; Cold stress; Freezing tolerance; Biotechnology; Forage; Genomics; Abiotic stress; Agronomy; Genome; Gene; Genetics","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":[0.0004216579,0.0004910383,0.0006544056,0.000437171,0.0007120442,0.0007832932,0.0005258038,0.0006422422,0.001491865],"category_scores_gemma":[0.0001584104,0.0001693005,0.0005841723,0.0004376305,0.0002890035,0.000871582,0.0005622245,0.0009464446,0.0003754066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008081599,"about_ca_system_score_gemma":0.000649549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458628,"about_ca_topic_score_gemma":0.002593667,"domain_scores_codex":[0.9999014,0.00001828487,0.000007585848,0.00003318156,0.00001966076,0.00001976975],"domain_scores_gemma":[0.9998941,0.00001005613,0.00003098874,0.00001225745,0.0000218661,0.00003077968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008606959,0.00004650937,0.001484215,0.0007700806,0.00004936682,0.00009907872,0.0001431441,0.0003517912,0.9596669,0.001385583,0.0005300523,0.0353872],"study_design_scores_gemma":[0.0001581183,0.002972894,0.127326,0.000778789,0.001114996,0.00253863,0.002312595,0.008680571,0.5388163,0.01627074,0.2987997,0.0002306828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.701334,0.1638245,0.1100327,0.007759998,0.0005799769,0.0002752322,0.001541107,0.0009305316,0.01372201],"genre_scores_gemma":[0.8420691,0.06351493,0.0803732,0.00303454,0.0002655155,0.0002853041,0.002191598,0.0001745858,0.008091274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001491865,"threshold_uncertainty_score":0.005863667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588298440116093,"score_gpt":0.2123584782171221,"score_spread":0.1964754938159611,"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."}}