{"id":"W2024694422","doi":"10.5558/tfc78530-4","title":"Development and evaluation of ecoregion-based jack pine height-diameter models for Ontario","year":2002,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest ecology and management","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Alberta Environment and Protected Areas; Ontario Forest Research Institute","funders":"University of Alberta; Lakehead University; Ministry of Natural Resources","keywords":"Ecoregion; Jack pine; Tree (set theory); Forestry; Growth model; Environmental science; Forest management; Geography; Pinus <genus>; Physical geography; Ecology; Mathematics; Biology; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001411251,0.0005433645,0.0003932673,0.0004777539,0.000651501,0.0006561042,0.001407381,0.0003578623,0.0009145413],"category_scores_gemma":[0.002478006,0.000375199,0.0005369889,0.0003687924,0.0001879798,0.0004322024,0.0004675564,0.0003186374,0.0002191245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005289861,"about_ca_system_score_gemma":0.005757246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6979148,"about_ca_topic_score_gemma":0.7335256,"domain_scores_codex":[0.9997311,0.00009213379,0.00001891782,0.00005901389,0.0000617922,0.00003700596],"domain_scores_gemma":[0.9987791,0.0005498675,0.00009982247,0.00004838335,0.000456418,0.00006649433],"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":[0.0001185534,0.00007875465,0.02233364,0.00004866758,0.00007498771,0.00005651986,0.0001134536,0.9390689,0.0008671948,0.001297115,0.0009810976,0.03496112],"study_design_scores_gemma":[0.00000716248,0.00001214756,0.002596232,0.000004536579,0.000009952449,0.000006355381,0.00002375459,0.9965944,0.0001545604,0.0001106808,0.0004749556,0.000005367024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8287688,0.0005150962,0.1607577,0.0002503082,0.00003723737,0.0002679815,0.001695087,0.001874637,0.005833174],"genre_scores_gemma":[0.9390774,0.0002077238,0.0561755,0.00002581307,0.000007657521,0.0001705389,0.001475424,0.0001949909,0.002665136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3020852,"threshold_uncertainty_score":0.6077284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460689374288631,"score_gpt":0.237219893995827,"score_spread":0.1911509565669639,"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."}}