{"id":"W4399311360","doi":"10.2139/ssrn.4852596","title":"Drought Resilience of Three Coniferous Species from Belgian Arboreta Highlights Them as Promising Alternative to Diversify Forests in Western Europe","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Context (archaeology); Ecology; Resilience (materials science); Dendrochronology; Precipitation; Chamaecyparis; Climate change; Psychological resilience; Environmental science; Geography; Growing season; Biology; Botany","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":[0.0002537383,0.000263412,0.0003392945,0.0007569188,0.001253582,0.0007900523,0.0002670163,0.0002907241,0.001720783],"category_scores_gemma":[0.0003021876,0.00007957005,0.00015248,0.0009271725,0.0004134138,0.0003922296,0.0005018598,0.0002247594,0.0002094391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007637732,"about_ca_system_score_gemma":0.0003954766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03382632,"about_ca_topic_score_gemma":0.1001239,"domain_scores_codex":[0.9998642,0.00001779514,0.000004769698,0.00003992351,0.00001576122,0.00005752451],"domain_scores_gemma":[0.9998436,0.00001802257,0.0000333823,0.00001176181,0.00004261408,0.00005054787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002078995,0.0002497644,0.7702907,0.0002251165,0.000326959,0.00134495,0.006764702,0.004074361,0.1336003,0.001629052,0.001357182,0.07805786],"study_design_scores_gemma":[0.000006572575,0.00006009181,0.9931125,0.00001118713,0.00002550601,0.0001724077,0.001948247,0.0002973539,0.0006687156,0.0001313181,0.003559612,0.000006554597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99774,0.0002384443,0.0001468746,0.00002281205,0.000004449685,0.000005329676,0.0002361973,0.000006420558,0.001599508],"genre_scores_gemma":[0.998942,0.0000665426,0.0002153292,0.00001827199,0.000002516306,0.000003132672,0.000305119,0.000005367813,0.0004417416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03382632,"threshold_uncertainty_score":0.06725883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021741980272403,"score_gpt":0.2450855214001628,"score_spread":0.2233435411277598,"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."}}