{"id":"W7071006623","doi":"","title":"Review of “Sustainable” Management Certifications for North American Maple Sugar Production","year":2022,"lang":"en","type":"article","venue":"ScholarWorks -A service of University of Vermont Libraries (University of Vermont)","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Certified wood; Commercialization; Forest management; Maple; Sustainable management; Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005040347,0.0005723722,0.001123339,0.008533366,0.000712355,0.001479109,0.001703495,0.001003037,0.004087635],"category_scores_gemma":[0.01352,0.000446188,0.001192215,0.01037612,0.0006876276,0.001669124,0.0007158919,0.001080155,0.0007009635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901801,"about_ca_system_score_gemma":0.01750121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03845705,"about_ca_topic_score_gemma":0.08048952,"domain_scores_codex":[0.997129,0.0005609773,0.0007418217,0.0002021302,0.001273084,0.00009299662],"domain_scores_gemma":[0.9831342,0.00651263,0.002773598,0.0003041046,0.006903155,0.0003723974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000788943,0.00007021047,0.001358592,0.1367556,0.0002924241,0.0001421889,0.0004293074,0.0003923595,0.00096943,0.004194571,0.07943915,0.7758774],"study_design_scores_gemma":[0.00001109222,0.00006557214,0.009292953,0.08858796,0.0006452325,0.0001849271,0.0003654407,0.00009232164,0.0005472203,0.0005925197,0.8995815,0.00003323347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001105923,0.9907956,0.000378987,0.001592064,0.0006814161,0.00007112102,0.0005308011,0.00002576675,0.004818433],"genre_scores_gemma":[0.005510226,0.9913292,0.0009072813,0.000899623,0.0001367452,0.00004600454,0.0005957613,0.00001007684,0.0005651429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.961543,"threshold_uncertainty_score":0.07646638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442415241355878,"score_gpt":0.1873235796178579,"score_spread":0.1728994272042991,"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."}}