{"id":"W3043916314","doi":"10.3390/f11070785","title":"Intensive Mechanical Site Preparation to Establish Short Rotation Hybrid Poplar Plantations—A Case-Study in Québec, Canada","year":2020,"lang":"en","type":"article","venue":"Forests","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Ministère des Ressources naturelles et des Forêts; Université TÉLUQ; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Short rotation forestry; Silviculture; Sowing; Environmental science; Agronomy; Growing season; Woody plant; Stocking; Agroforestry; Forestry; Biology; Ecology; Animal science; Geography; Coppicing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000663661,0.0005197097,0.0003372121,0.0004561146,0.003112683,0.000931885,0.001343496,0.000677151,0.001330243],"category_scores_gemma":[0.0007541422,0.0001844557,0.0003232349,0.0008030633,0.0008770608,0.0002840052,0.0004036164,0.0006518041,0.0001834362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02523827,"about_ca_system_score_gemma":0.0155942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674959,"about_ca_topic_score_gemma":0.9924961,"domain_scores_codex":[0.9993375,0.00009003857,0.00001856666,0.000148706,0.0001431359,0.0002619032],"domain_scores_gemma":[0.9986591,0.0001658402,0.0001622587,0.00005511511,0.0004510855,0.0005065745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001886727,0.006805341,0.7209688,0.0009268587,0.0002986711,0.02027996,0.01545268,0.003222788,0.09791154,0.001492399,0.005429208,0.1253249],"study_design_scores_gemma":[0.00008058888,0.002784159,0.9647989,0.0001177112,0.000101758,0.001932192,0.01382865,0.002366773,0.004071148,0.00009375178,0.009729051,0.00009527704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974834,0.0003491923,0.0003155138,0.0001054493,0.000006936999,0.0001375135,0.0002026202,0.00001178351,0.001387665],"genre_scores_gemma":[0.9946679,0.0004331137,0.001298979,0.0001886792,0.000004903673,0.00005254062,0.0002951533,0.00001012274,0.003048793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03250414,"threshold_uncertainty_score":0.1831174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406642869662045,"score_gpt":0.2379859041717113,"score_spread":0.2139194754750909,"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."}}