{"id":"W2153017773","doi":"10.1111/j.1469-8137.2010.03380.x","title":"Widespread, ecologically relevant genetic markers developed from association mapping of climate‐related traits in Sitka spruce (<i>Picea sitchensis</i>)","year":2010,"lang":"en","type":"article","venue":"New Phytologist","topic":"Forest ecology and management","field":"Environmental Science","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Local adaptation; Association mapping; Hardiness (plants); Single-nucleotide polymorphism; Tree breeding; Quantitative trait locus; Genetic variation; Ecological genetics; Population; Genetic association; Ecology; Adaptation (eye); Candidate gene; Evolutionary biology; Genetics; Gene; Genotype; Botany; Woody plant","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004888564,0.0001806458,0.000312709,0.00005551328,0.00008228351,0.00001479844,0.0003213566,0.0003532222,0.002135915],"category_scores_gemma":[0.0004837618,0.0001705766,0.00006426957,0.0003082578,0.0001806727,0.000114649,0.0002525125,0.0003681423,0.0004137636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244862,"about_ca_system_score_gemma":0.00003331817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008794591,"about_ca_topic_score_gemma":0.01638285,"domain_scores_codex":[0.9982563,0.000114498,0.0005175283,0.0004465314,0.0002106544,0.000454456],"domain_scores_gemma":[0.9990642,0.0002808571,0.0003437575,0.0002133712,0.00001232846,0.00008550725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006838934,0.0001336642,0.9557276,0.000008931062,0.00002839034,0.00004319165,0.0002383897,0.0008805486,0.03283257,0.0003956936,0.002517882,0.007124754],"study_design_scores_gemma":[0.0007618904,0.00006626117,0.9891911,0.00001187442,0.00002602666,0.000002280808,0.00005764432,0.0002821646,0.0008409967,0.006045583,0.002525136,0.0001891137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838679,0.00002040442,0.0001950978,0.0008971101,0.0004167077,0.0003519974,0.000009568568,0.00005854699,0.01418269],"genre_scores_gemma":[0.9839194,0.00007896221,0.01495312,0.000426894,0.00002011383,0.00001791913,0.0000169127,0.00001144902,0.0005552066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03346343,"threshold_uncertainty_score":0.9987763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008862034809024867,"score_gpt":0.2115530061911087,"score_spread":0.2026909713820838,"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."}}