{"id":"W2022482266","doi":"10.1371/journal.pone.0077607","title":"Modelling Growth-Competition Relationships in Trembling Aspen and White Spruce Mixed Boreal Forests of Western Canada","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Forest ecology and management","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Alberta","funders":"Forest Resource Improvement Association of Alberta","keywords":"Basal area; Competition (biology); Deciduous; Taiga; Boreal; Salicaceae; Diameter at breast height; Biology; Stand development; Dendrochronology; Ecology; Forestry; Botany; Woody plant; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008178373,0.0008108218,0.0005284605,0.0006421112,0.0007662263,0.001011535,0.001176152,0.0006163577,0.0006862581],"category_scores_gemma":[0.001685885,0.0004187733,0.0004476848,0.0005983074,0.0005519497,0.0003527869,0.0004767433,0.0003608679,0.0001045783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009254118,"about_ca_system_score_gemma":0.007241864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510581,"about_ca_topic_score_gemma":0.9508519,"domain_scores_codex":[0.9997362,0.00005188056,0.00001058051,0.00007901838,0.00002904868,0.00009314211],"domain_scores_gemma":[0.9992647,0.0003431061,0.00008732962,0.00001974036,0.0001380048,0.0001471259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002957469,0.0001336781,0.4794292,0.00005993589,0.0002163042,0.0002233636,0.000325582,0.5067815,0.003299573,0.0009078823,0.0003780622,0.007949213],"study_design_scores_gemma":[0.00003069998,0.00006580689,0.1424906,0.00001094092,0.00005066753,0.00004773702,0.0003455486,0.8557044,0.0003563981,0.0003379746,0.0005308547,0.00002847476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986314,0.00009199366,0.0007130786,0.00002327062,0.000001487432,0.00000837125,0.0002547255,0.00002056045,0.0002551108],"genre_scores_gemma":[0.9982706,0.00004982661,0.0008801909,0.00001086781,0.000001070817,0.00001035362,0.0003027859,0.000007952384,0.0004662981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04894191,"threshold_uncertainty_score":0.0984602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947238545007307,"score_gpt":0.182226649839251,"score_spread":0.1527542643891779,"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."}}