{"id":"W4396686804","doi":"10.1139/cjfr-2024-0009","title":"Effects of commercial thinning on characteristics of naturally regenerated coniferous stands from Eastern North-America","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Thinning; Forestry; Environmental science; Geography","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":[0.0004939234,0.000290825,0.000175798,0.0003797911,0.0004407298,0.0003861091,0.0004621535,0.0001913747,0.0004387861],"category_scores_gemma":[0.0006239938,0.000121517,0.0001291788,0.0002854251,0.0004200171,0.0001652878,0.0001985547,0.0002032347,0.00007070383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182937,"about_ca_system_score_gemma":0.0008348647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1680629,"about_ca_topic_score_gemma":0.5352058,"domain_scores_codex":[0.9997289,0.00004355329,0.00001621939,0.00008779985,0.00006538734,0.00005814245],"domain_scores_gemma":[0.998777,0.000195463,0.0003388053,0.00007424827,0.000335524,0.0002789609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00130216,0.0005353788,0.9090793,0.00007377042,0.0001520181,0.0004185352,0.0007740234,0.0008308982,0.07475188,0.00004319247,0.0003102304,0.01172867],"study_design_scores_gemma":[0.000002569567,0.00009820064,0.9991609,0.000001272181,0.000004692197,0.00002429753,0.00007124979,0.0001222882,0.0004221423,0.000002964577,0.00008765989,0.000001797995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997157,0.00004575128,0.00001792841,0.00000207055,6.885414e-7,0.000002878773,0.00007769134,0.000002126102,0.0001351049],"genre_scores_gemma":[0.9991201,0.00003197728,0.0001344283,0.000009451608,0.000001075498,0.000005854662,0.000426386,0.000001903658,0.000268855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8319371,"threshold_uncertainty_score":0.3341693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728857696210808,"score_gpt":0.2681894399836824,"score_spread":0.2509008630215744,"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."}}