{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003214825,0.0001262399,0.0001701571,0.00005025348,0.0001754593,0.00003046937,0.0000875527,0.00004653605,0.000004240873],"category_scores_gemma":[0.00002878004,0.0001038415,0.00005203383,0.0001372433,0.00003488053,0.0001576932,0.00002535892,0.00008734236,4.126201e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179693,"about_ca_system_score_gemma":0.00003110243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118355,"about_ca_topic_score_gemma":0.04764221,"domain_scores_codex":[0.9992412,0.00007457699,0.0002334709,0.0001639341,0.00009814886,0.000188614],"domain_scores_gemma":[0.9995278,0.0001660047,0.00005161279,0.0001928811,0.00003936669,0.0000223029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001332704,0.0002094035,0.6918881,0.002988829,0.001262738,0.000001204464,0.002168003,0.05317999,0.01454875,0.00406192,0.00377792,0.2245805],"study_design_scores_gemma":[0.001463523,0.0003440877,0.9556435,0.00005975651,0.00008086775,4.277463e-7,0.0003474442,0.01436378,0.02269249,0.004420928,0.0004603975,0.0001227409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947513,0.0003380006,0.003657015,0.0001604455,0.0001541044,0.0006239713,0.00004052123,0.0001094504,0.00016514],"genre_scores_gemma":[0.9996577,0.00001501021,0.0001132967,0.00001528853,0.00004968454,0.00007159594,0.00003035102,0.00001557889,0.00003151081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2637555,"threshold_uncertainty_score":0.9697359,"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."}}