{"id":"W2025773885","doi":"10.5558/tfc81031-1","title":"Upland black spruce stand development 17 years after cleaning and precommercial thinning","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest ecology and management","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forest Service","funders":"","keywords":"Thinning; Black spruce; Basal area; Forestry; Stand development; Hardwood; Horticulture; Biology; Environmental science; Animal science; Botany; Geography; Taiga","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002721143,0.0001006595,0.00007917023,0.00001189176,0.0001859705,0.00003408441,0.0001752325,0.00004828563,0.001588853],"category_scores_gemma":[0.000006180606,0.00007804025,0.00001810246,0.00005567936,0.000248798,0.0001734232,0.000360265,0.000135597,0.000502295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543094,"about_ca_system_score_gemma":0.00001613521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004052884,"about_ca_topic_score_gemma":0.001011499,"domain_scores_codex":[0.9992319,0.00002399553,0.0001352175,0.0001934349,0.0001276423,0.0002877595],"domain_scores_gemma":[0.9997065,0.00002641825,0.00004211569,0.0001675064,0.000001722421,0.00005570131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006141506,0.0003536437,0.6306118,0.00008003718,0.0001926723,0.0001004572,0.02653501,0.04852473,0.0003026297,0.003266296,0.1529323,0.1364863],"study_design_scores_gemma":[0.0004362501,0.0000419152,0.869624,0.00001427445,0.00001265126,0.00000640081,0.0001068952,0.001507546,0.000201545,0.0005526682,0.1273616,0.0001343099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929463,0.0001460511,0.0001832339,0.0005572421,0.00005239381,0.0001717093,0.000001174708,0.000032319,0.005909623],"genre_scores_gemma":[0.9961945,0.00002175684,0.00101886,0.0004777939,0.00007281765,0.00001720104,0.000001752386,0.00001084802,0.002184411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390122,"threshold_uncertainty_score":0.9993238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007663008036563506,"score_gpt":0.2140650433813817,"score_spread":0.2064020353448182,"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."}}