{"id":"W4403221242","doi":"10.1002/leg3.70008","title":"Unveiling Phenotypic and Environmental Dynamics: Exploring Genetic Stability and Adaptability of Faba Bean Cultivars in Norwegian Climates","year":2024,"lang":"en","type":"article","venue":"Legume Science","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Foundation for Research Levy on Agricultural Products","keywords":"Adaptability; Norwegian; Cultivar; Biology; Gene–environment interaction; Phenotype; Agronomy; Ecology; Genotype; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003412506,0.000113162,0.000133972,0.00001742757,0.000166518,0.00005035786,0.0001335225,0.00002528632,0.00007575804],"category_scores_gemma":[0.00001893224,0.0000527722,0.00002301883,0.0002172299,0.001145319,0.0002181918,0.0002678061,0.00007709608,0.000003586712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008117663,"about_ca_system_score_gemma":0.00000504004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603296,"about_ca_topic_score_gemma":0.0004065431,"domain_scores_codex":[0.9988726,0.00002737649,0.000191874,0.0004625246,0.0001932431,0.0002524034],"domain_scores_gemma":[0.9997522,0.00008584243,0.00002492233,0.00005839827,0.000003628956,0.00007503077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005549054,0.00003810927,0.6358972,0.00003140754,0.000002285482,0.000001564161,0.0009298859,0.00001233373,0.3052892,0.0000574413,3.08096e-7,0.05773469],"study_design_scores_gemma":[0.00004129516,0.00008928443,0.9827761,0.00002515886,0.000004567467,0.000003037139,0.007096632,0.003173853,0.006395629,0.0002527458,0.0000339294,0.0001077729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981539,0.001297562,0.000006158384,0.0001452499,0.00006373516,0.0001293385,0.0000366507,0.00001523344,0.0001522109],"genre_scores_gemma":[0.9992411,0.0003727992,0.0003411449,0.000007749933,0.00001447077,0.00000982569,0.000003388678,8.324935e-7,0.000008675696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468789,"threshold_uncertainty_score":0.4219975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455672836185839,"score_gpt":0.2009392739189484,"score_spread":0.1763825455570901,"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."}}