{"id":"W2121366563","doi":"10.1139/x05-137","title":"Growth and yield of all-aged Douglas-fir western hemlock forest stands: a matrix model with stand diversity effects","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tsuga; Western Hemlock; Douglas fir; Ecology; Species diversity; Diversity (politics); Forestry; Tree (set theory); Vegetation (pathology); Biology; Geography; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063165,0.0001341602,0.000236297,0.0002944727,0.0004002939,0.00004807432,0.0004676898,0.00009372304,0.0001332191],"category_scores_gemma":[0.0001333662,0.0001077755,0.00004833031,0.0002530385,0.0007217385,0.0003857512,0.0002648809,0.000464657,0.00001488305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539665,"about_ca_system_score_gemma":0.000265442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0105021,"about_ca_topic_score_gemma":0.5944754,"domain_scores_codex":[0.9982964,0.0000946502,0.0002405842,0.000196892,0.0005742206,0.0005972427],"domain_scores_gemma":[0.9987184,0.0001890979,0.0001216338,0.0001946671,0.00006595031,0.0007102491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002141122,0.00004238982,0.9794752,0.00007798945,0.00006661016,0.0002988549,0.0008959157,0.01232762,0.00004422517,0.001108756,0.005267742,0.0001806119],"study_design_scores_gemma":[0.001545868,0.001310916,0.9899794,0.0001422978,0.0000495488,0.00008075246,0.0001935267,0.001081323,0.0002420796,0.003763425,0.00143116,0.0001796327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995397,0.0003047133,0.001099237,0.001064317,0.00004342273,0.0003080459,0.00001151225,0.00000342213,0.001768333],"genre_scores_gemma":[0.9983539,0.0001151353,0.0006858746,0.00007645613,0.00004285357,0.000004090901,0.000001059862,0.00001278907,0.0007078187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5839734,"threshold_uncertainty_score":0.9960871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488297503765042,"score_gpt":0.2644587594981448,"score_spread":0.2395757844604944,"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."}}