{"id":"W4409206985","doi":"10.1017/qpb.2025.9.pr2","title":"Review: To flow or to grow? Impacts of tapping on sugar maple — R0/PR2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Chicoutimi","funders":"","keywords":"Maple; Tapping; Sugar; Flow (mathematics); Economics; Computer science; Mathematics; Biology; Ecology; Geometry; Food science; Management","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":[0.002667732,0.0005628548,0.001772624,0.004008553,0.0006668958,0.003026564,0.001457676,0.001710074,0.01473173],"category_scores_gemma":[0.01382881,0.0003161836,0.001004363,0.004307342,0.0005951282,0.002253154,0.001044263,0.001108124,0.003589581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604712,"about_ca_system_score_gemma":0.008670533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005117222,"about_ca_topic_score_gemma":0.01111495,"domain_scores_codex":[0.9984402,0.0003305652,0.0003700944,0.0001605142,0.000593872,0.0001047774],"domain_scores_gemma":[0.9884859,0.003334907,0.001587881,0.000275032,0.005567545,0.0007487453],"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":[0.0002919159,0.00004469824,0.0009505576,0.1950562,0.0009266523,0.0004293485,0.0003860377,0.0001624721,0.001040236,0.001613549,0.372574,0.4265243],"study_design_scores_gemma":[0.00003375686,0.00006895272,0.002455725,0.04100411,0.0008678058,0.0004716739,0.0002112996,0.000047122,0.0002608855,0.0004645734,0.9540892,0.00002490388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006509766,0.9786012,0.0002144632,0.008272521,0.007227856,0.0001097624,0.0007011935,0.00004636703,0.004175587],"genre_scores_gemma":[0.00463568,0.9836861,0.0003054505,0.003833114,0.002605996,0.00006886016,0.0004739662,0.00002561856,0.00436517],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01473173,"threshold_uncertainty_score":0.04928255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09243795207857615,"score_gpt":0.3440500930365579,"score_spread":0.2516121409579818,"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."}}