{"id":"W1913707969","doi":"10.22230/jem.2003v3n1a249","title":"Stand Establishment Decision Aid for nutrient-deficient, salal-dominated sites (Coastal Western Hemlock Biogeoclimatic Zone)","year":2003,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Seedling growth and survival studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Western Hemlock; Tsuga; Geography; Silviculture; Logging; Thuja; Forest management; Forestry; Agroforestry; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001073615,0.0001823228,0.000345947,0.0001131384,0.0002135505,0.0001207779,0.0001427327,0.00003810748,0.00005253039],"category_scores_gemma":[0.00006391935,0.0001353627,0.0001119919,0.0001873112,0.00003986014,0.0002108716,0.0001306856,0.00006468449,0.0000163441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010997,"about_ca_system_score_gemma":0.000005377015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005069934,"about_ca_topic_score_gemma":0.0003189802,"domain_scores_codex":[0.9983742,0.00005066639,0.0006083003,0.0002244058,0.000418473,0.0003239419],"domain_scores_gemma":[0.999178,0.0001338077,0.0003585864,0.0001402661,0.00003821928,0.0001511482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001067138,0.001485868,0.9309474,0.001606969,0.0007420912,0.0004186491,0.00204742,0.002339961,0.001525302,0.002645398,0.03993871,0.01523514],"study_design_scores_gemma":[0.01605135,0.002577954,0.03533722,0.001296513,0.0005593666,0.0004862736,0.008438188,0.003113493,0.001783499,0.002963275,0.9262626,0.001130334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735892,0.001074849,0.02225936,0.00009186161,0.0005690134,0.0006374842,0.00001825249,0.00001039609,0.001749603],"genre_scores_gemma":[0.9942482,0.0008958448,0.004221744,0.00005769531,0.00003893732,0.000019793,0.000002669275,0.00001578276,0.0004994081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8956102,"threshold_uncertainty_score":0.5519931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470375031771848,"score_gpt":0.23238043357866,"score_spread":0.2176766832609415,"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."}}