{"id":"W3165102437","doi":"10.1093/forestscience/53.5.611","title":"Scaling Taper Relationships from Miniature-Scale to Operational-Scale Stands of Loblolly Pine","year":2007,"lang":"en","type":"article","venue":"Forest Science","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Forest Research Institute","funders":"Virginia Polytechnic Institute and State University","keywords":"Loblolly pine; Scale (ratio); Environmental science; Scaling; Forestry; Pinus <genus>; Biology; Mathematics; Geography; Botany; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008155641,0.0002119116,0.0001909679,0.0007427467,0.0003317957,0.0005408244,0.000402044,0.0002192319,0.001562512],"category_scores_gemma":[0.00297391,0.0001570614,0.0002308221,0.0004923118,0.0003321264,0.0006842428,0.0003618083,0.0003481907,0.0004193626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837332,"about_ca_system_score_gemma":0.0001182102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037871,"about_ca_topic_score_gemma":0.009167856,"domain_scores_codex":[0.9997624,0.000058938,0.00001209926,0.00009333884,0.00004980455,0.00002338242],"domain_scores_gemma":[0.9968869,0.001685291,0.0003018228,0.0004771945,0.0005187382,0.0001300747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001773719,0.0005494129,0.6108989,0.000254066,0.0003195776,0.0004285196,0.003700101,0.03119392,0.153611,0.002825609,0.001926975,0.1925182],"study_design_scores_gemma":[0.00002664339,0.000575464,0.9381481,0.00001309014,0.00009944279,0.0003273709,0.0008947897,0.03990458,0.01728161,0.001299277,0.001384379,0.00004515971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949544,0.00009929569,0.003495365,0.000009368214,0.000004608398,0.000009647966,0.0001618989,0.0000812422,0.001184189],"genre_scores_gemma":[0.9986296,0.00002652451,0.001017913,0.000006303922,0.000003694574,0.000004665216,0.0001297868,0.00001551978,0.0001660635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004037871,"threshold_uncertainty_score":0.008028686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544965703567002,"score_gpt":0.2405210421017961,"score_spread":0.2250713850661261,"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."}}