{"id":"W4410331974","doi":"10.3389/feart.2025.1554757","title":"Phenolic supplements: testing an approach to limit Sphagnum decomposition in a Sphagnum farming system","year":2025,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Sphagnum Peat Moss Association","keywords":"Sphagnum; Decomposition; Limit (mathematics); Environmental science; Botany; Agronomy; Mathematics; Biology; Peat; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004102859,0.0004332603,0.0005528405,0.0002127494,0.0003185172,0.0005270334,0.00050553,0.0006472209,0.001081509],"category_scores_gemma":[0.0005516097,0.0002007659,0.0002867488,0.0001477176,0.0003575099,0.0003800215,0.0004093058,0.0005989887,0.0001454835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202618,"about_ca_system_score_gemma":0.0009229621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493369,"about_ca_topic_score_gemma":0.005106156,"domain_scores_codex":[0.999745,0.0000627734,0.00001891808,0.0000857667,0.00005169092,0.00003578986],"domain_scores_gemma":[0.999217,0.0001351499,0.0001983844,0.00005789049,0.00009898121,0.0002925429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001796057,0.001477908,0.001414387,0.0001915343,0.00002285783,0.00003634079,0.0000584427,0.0002717228,0.990769,0.00002333735,0.0000173036,0.003921073],"study_design_scores_gemma":[0.0004159372,0.06973724,0.03811539,0.00004225696,0.0002061876,0.00009845522,0.0002900493,0.002634807,0.8859531,0.00009667522,0.002376925,0.0000330224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999429,0.00007855822,0.0002522949,0.00002543441,0.000006748052,0.00005295287,0.0000376097,0.000007181086,0.0001100343],"genre_scores_gemma":[0.9928104,0.0002394724,0.005117953,0.00009640117,0.00001518491,0.0001606711,0.0001088181,0.0000103518,0.001440664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002493369,"threshold_uncertainty_score":0.004957736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006664966151775,"score_gpt":0.2513811931917144,"score_spread":0.2413145435301966,"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."}}