{"id":"W4415815555","doi":"10.5558/tfc2025-009","title":"Implementation of an updated tree marking prescription for selection-managed northern hardwood forests: Effects on stand vigour, quality and value recovery","year":2025,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Haliburton Forest & Wild Life Reserve","funders":"","keywords":"Tree (set theory); Medical prescription; Crown (dentistry); Quality (philosophy); Hardwood","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001615378,0.0002114575,0.0003041986,0.0002560614,0.0006428224,0.0004984399,0.0009142295,0.0004051209,0.001083167],"category_scores_gemma":[0.003267541,0.0001000802,0.0002266605,0.000283405,0.0003770659,0.000339306,0.0002966385,0.0004183422,0.00008907379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004189393,"about_ca_system_score_gemma":0.004622497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1012875,"about_ca_topic_score_gemma":0.3217363,"domain_scores_codex":[0.999252,0.000180958,0.00005881406,0.0001040656,0.0002986785,0.0001053949],"domain_scores_gemma":[0.997631,0.0006406214,0.00060909,0.0001778001,0.0004637205,0.0004777671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01362107,0.0212942,0.2866269,0.0009581441,0.0003206025,0.0005839834,0.003473259,0.03503618,0.1627071,0.001952598,0.003381079,0.4700449],"study_design_scores_gemma":[0.00161207,0.04508232,0.8710796,0.0001361654,0.0004654038,0.0002157399,0.001278609,0.03041529,0.02779227,0.0007792568,0.02098569,0.0001576384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961474,0.00008513375,0.001531056,0.0001029774,0.00000946306,0.0004298124,0.0001023217,0.00006732181,0.001524523],"genre_scores_gemma":[0.9911964,0.00009058323,0.006997884,0.0001102332,0.00000617997,0.0002446326,0.0001666335,0.00001068273,0.001176898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012875,"threshold_uncertainty_score":0.2013959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206513352022293,"score_gpt":0.2800724217229607,"score_spread":0.2680072882027377,"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."}}