{"id":"W2960883261","doi":"10.1139/cjfr-2019-0023","title":"Stand dynamics and topographic setting influence changes in live tree biomass over a 34-year permanent plot record in a subalpine forest in the Colorado Front Range","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abies lasiocarpa; Picea engelmannii; Pinus contorta; Subalpine forest; Deserts and xeric shrublands; Biomass (ecology); Ecology; Range (aeronautics); Shade tolerance; Dominance (genetics); Basal area; Forestry; Biology; Environmental science; Geography; Habitat; Montane ecology; Canopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002396713,0.0001871709,0.0002238906,0.0008382401,0.0006502517,0.000531908,0.0004207234,0.0002332768,0.0005493569],"category_scores_gemma":[0.0005321527,0.0002001695,0.0001574486,0.0006896961,0.00031436,0.0003005281,0.0004632551,0.0002187698,0.0001165478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009704,"about_ca_system_score_gemma":0.0004078879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2399316,"about_ca_topic_score_gemma":0.5273229,"domain_scores_codex":[0.9997979,0.00002363945,0.00001301986,0.00008950973,0.00003683386,0.00003921078],"domain_scores_gemma":[0.9993113,0.00007695949,0.0002438575,0.00005457651,0.0001805929,0.000132683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000392134,0.00004030501,0.9948218,0.00001394337,0.00004269992,0.00007151579,0.0003444739,0.00009501004,0.001519119,0.000009962728,0.0002048504,0.002797186],"study_design_scores_gemma":[9.033388e-7,0.000005194352,0.9995839,0.000003060693,0.00000618386,0.00002482107,0.0001229525,0.00009501298,0.00003881712,0.000002224831,0.000116115,9.258428e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999143,0.0001154362,0.00004765673,0.00001142654,0.00000177025,0.000004764148,0.0004276546,0.000004236941,0.0002438974],"genre_scores_gemma":[0.9986846,0.00009639205,0.0001533327,0.00001258656,0.000005570559,0.0000114159,0.0008488339,0.000002271566,0.0001849848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2399316,"threshold_uncertainty_score":0.4770702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351093629492227,"score_gpt":0.2538110960066879,"score_spread":0.2403001597117657,"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."}}