{"id":"W2039864057","doi":"10.1007/s11842-011-9183-x","title":"Maple Sugar Bush Management and Forest Biodiversity Conservation in Eastern Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Ministry of Natural Resources","keywords":"Biodiversity; Forest management; Agroforestry; Sustainable development; Geography; Incentive; Business; Government (linguistics); Sustainable forest management; Environmental resource management; Habitat; Environmental planning; Ecology; Forestry; Economics; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001036672,0.0001490607,0.0001146225,0.00005042854,0.00009286792,0.00002162235,0.0002374844,0.00005605682,0.002347109],"category_scores_gemma":[0.000002196901,0.0001533358,0.00002430979,0.0001449933,0.000130182,0.0001495337,0.0003802394,0.0001086455,0.000256465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010167,"about_ca_system_score_gemma":0.00002752864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841046,"about_ca_topic_score_gemma":0.9987891,"domain_scores_codex":[0.9989985,0.00001863381,0.0001803255,0.0002901212,0.0001836958,0.0003287508],"domain_scores_gemma":[0.999593,0.000009047014,0.00006192995,0.0002207091,0.000003702363,0.0001116784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003091467,0.00003620748,0.9788601,0.00002162514,0.000009939294,0.00005555217,0.0004651503,0.00006659192,0.000001270806,0.0002799297,0.01974242,0.0004302789],"study_design_scores_gemma":[0.0004212811,0.00003130804,0.958205,0.0000128621,0.00001664832,0.000002247808,0.0001099609,0.0003012638,0.00001137692,0.0004703374,0.04024471,0.0001730254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309831,0.000008231079,0.00002132436,0.0001945108,0.0000943617,0.0002533475,0.000008916948,0.00001944495,0.06841677],"genre_scores_gemma":[0.9800471,0.00001038954,0.001112011,0.000591556,0.00001415159,0.00001475311,0.00003162177,0.000007880559,0.01817055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024622,"threshold_uncertainty_score":0.9985649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774343869733393,"score_gpt":0.1712310049809931,"score_spread":0.1534875662836592,"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."}}