{"id":"W4407644192","doi":"10.1186/s13595-025-01275-w","title":"Evaluating the effectiveness of climate-based seed transfer and assisted migration: a case study of lodgepole pine (Pinus contorta var. latifolia Dougl.) and interior spruce (Picea engelmanii x glauca (Moench) Voss and their hybrids) in western Canada","year":2025,"lang":"en","type":"article","venue":"Annals of Forest Science","topic":"Forest ecology and management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Government of British Columbia; University of British Columbia","funders":"","keywords":"Pinus contorta; Pinus <genus>; Picea engelmannii; Botany; Forestry; Biology; Horticulture; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001394972,0.0003904107,0.0003078299,0.0004767528,0.001556749,0.0006694735,0.001064954,0.0004103258,0.0004598174],"category_scores_gemma":[0.002255042,0.0001368837,0.0003978556,0.0006432946,0.0007965807,0.000357313,0.0005299356,0.0003738988,0.00005553467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159724,"about_ca_system_score_gemma":0.006043155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7639509,"about_ca_topic_score_gemma":0.9088764,"domain_scores_codex":[0.9993486,0.0002445189,0.00001969125,0.0001026317,0.0001400609,0.0001445273],"domain_scores_gemma":[0.998446,0.0005438597,0.0001563746,0.0001009632,0.0004814504,0.0002712955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002254914,0.002809936,0.7699788,0.0003919626,0.0005307019,0.004013184,0.007323912,0.1032171,0.04543748,0.001379689,0.001137866,0.06152449],"study_design_scores_gemma":[0.0002315921,0.004107237,0.8956358,0.00003390785,0.0002743956,0.0004971088,0.01346506,0.07224549,0.009915073,0.0003947793,0.003086718,0.0001128681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993643,0.00001987034,0.0001905481,0.00001063184,9.219709e-7,0.00003856825,0.00004003875,0.00000657807,0.0003284754],"genre_scores_gemma":[0.9982199,0.00003943315,0.001193367,0.00001504131,8.250229e-7,0.00002924041,0.0001144588,0.000003405111,0.0003843835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360491,"threshold_uncertainty_score":0.4748785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487429622900668,"score_gpt":0.3060068400125073,"score_spread":0.2811325437835006,"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."}}