{"id":"W2027199793","doi":"10.5558/tfc2012-075","title":"Hybrid poplar yields in Québec: Implications for a sustainable forest zoning management system","year":2012,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Fiducie de Recherche sur la Forêt des Cantons-de-l’Est; Université du Québec à Montréal","funders":"","keywords":"Agroforestry; Environmental science; Silviculture; Zoning; Forest management; Riparian buffer; Riparian zone; Forestry; Geography; Ecology; Biology; Habitat","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":[0.0003725546,0.00009838537,0.0000871988,0.00001312159,0.0003620127,0.00005325682,0.0002638841,0.0000309638,0.00003408636],"category_scores_gemma":[0.00001077114,0.00003812733,0.00005923663,0.0001720326,0.00004120509,0.0001727193,0.0001380664,0.00006541017,0.00001874868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262028,"about_ca_system_score_gemma":0.00001079207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003468781,"about_ca_topic_score_gemma":0.003029647,"domain_scores_codex":[0.9990819,0.0000203311,0.0001604245,0.0001765892,0.00007161981,0.0004892133],"domain_scores_gemma":[0.9996893,0.00004262243,0.00005731541,0.0001219412,0.00002933272,0.00005944211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008214242,0.0003706712,0.03046756,0.0002692448,0.00006662466,0.000005192384,0.0001978422,0.001532978,0.003067705,0.879547,0.02229005,0.06210301],"study_design_scores_gemma":[0.0006147075,0.0001834462,0.4053608,0.00005007868,0.00005762863,0.000029292,0.006258662,0.000550991,0.002105415,0.002925719,0.5815,0.0003632262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883054,0.0006877927,0.0001853285,0.006861463,0.0001029674,0.0006975326,0.00000621319,0.00009685626,0.003056423],"genre_scores_gemma":[0.9958753,0.00002259708,0.00007965932,0.0001675634,0.000270005,0.0003338973,0.00002477009,0.000001823553,0.00322436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8766212,"threshold_uncertainty_score":0.5243782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630876028763109,"score_gpt":0.2234546452187699,"score_spread":0.2071458849311388,"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."}}