{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581226,0.0002352625,0.0003490733,0.00006535443,0.0002175755,0.0001244019,0.0005507826,0.00006467608,0.0003206239],"category_scores_gemma":[0.0000172765,0.0001234063,0.00005516638,0.0004545955,0.00003205834,0.0001847278,0.0002296821,0.0003303576,0.00001164213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008540128,"about_ca_system_score_gemma":0.00002499483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344528,"about_ca_topic_score_gemma":0.02872822,"domain_scores_codex":[0.9980161,0.0001351552,0.00035797,0.0004980426,0.0003972838,0.0005954182],"domain_scores_gemma":[0.9993174,0.0003544957,0.0001000307,0.00009861476,0.00001498704,0.0001144545],"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":[0.002865886,0.001401692,0.2418126,0.0001239911,0.0000339709,0.002619456,0.001400883,0.03707116,0.6965566,0.005969843,0.003048968,0.007094977],"study_design_scores_gemma":[0.001566181,0.0009375953,0.7899862,0.0004685119,0.000007999476,0.00004373883,0.01085041,0.002358364,0.06910032,0.0001797919,0.1231994,0.001301486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788958,0.0003357622,0.000001270704,0.000468026,0.000274448,0.0004784385,0.01818748,0.00004856207,0.001310171],"genre_scores_gemma":[0.9982525,0.0001383228,0.0000141573,0.0002208192,0.0001112712,0.0002342501,0.0003348466,0.000002156172,0.000691636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6274562,"threshold_uncertainty_score":0.988995,"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."}}