{"id":"W2060114107","doi":"10.1139/x03-009","title":"Predicting the effect of thinning on growth of dense balsam fir stands using a process-based tree growth model","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thinning; Balsam; Abies balsamea; Mathematics; Basal area; Site index; Statistics; Limiting; Confidence interval; Growth model; Forestry; Econometrics; Botany; Biology; Geography; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000977485,0.0005951021,0.0004847123,0.0003388324,0.0003047943,0.000689307,0.0006942962,0.0008836498,0.0005998008],"category_scores_gemma":[0.001163148,0.0003359672,0.0006355615,0.0002672328,0.0004098833,0.0003806422,0.0003066299,0.0005972639,0.0001029166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009072821,"about_ca_system_score_gemma":0.0009448305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397864,"about_ca_topic_score_gemma":0.01768524,"domain_scores_codex":[0.9998393,0.00005035842,0.000008812058,0.00004250832,0.00002295029,0.00003600921],"domain_scores_gemma":[0.9991688,0.0006140027,0.0000770608,0.00002581467,0.00007127856,0.00004315507],"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":[0.00002149769,0.00002727929,0.002705919,0.000003705713,0.00000825178,0.00001181467,0.000005691727,0.9958861,0.000492143,0.0001133662,0.00001380972,0.0007103819],"study_design_scores_gemma":[0.000004398685,0.00002524196,0.001055986,6.816401e-7,0.000003950442,0.000003021999,0.000002285188,0.9986799,0.0001337929,0.00007629371,0.00001237502,0.000002007661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663517,0.00005458517,0.03246034,0.0000649629,0.000009170298,0.00002763162,0.0001520927,0.0001110879,0.0007684134],"genre_scores_gemma":[0.9950485,0.00003420028,0.004334625,0.000009585173,0.000003223606,0.0000313343,0.0001271929,0.000005894563,0.0004054014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397864,"threshold_uncertainty_score":0.04767817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02855023455460654,"score_gpt":0.2992636673517202,"score_spread":0.2707134327971137,"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."}}