{"id":"W4416083564","doi":"10.1139/cjb-2025-0044","title":"Environmental influences on plant diversity in restored and natural peatland pools","year":2025,"lang":"en","type":"article","venue":"Botany","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Center for Northern Studies; Nordic Life Science Pipeline (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Sphagnum Peat Moss Association","keywords":"Peat; Typha; Sphagnum; Vegetation (pathology); Biodiversity; Phosphorus; Wetland; Habitat; Ecosystem","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002014718,0.000100575,0.0001728354,0.0005928176,0.0005406806,0.000403576,0.0001739227,0.0001080316,0.0003947793],"category_scores_gemma":[0.0004718909,0.00009417974,0.0001036996,0.0003940901,0.0005065987,0.0001614896,0.0004155062,0.00009079607,0.0000530073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109929,"about_ca_system_score_gemma":0.0008899108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1703502,"about_ca_topic_score_gemma":0.4984195,"domain_scores_codex":[0.9998462,0.00002525532,0.000007576826,0.00003610444,0.00002846036,0.0000562401],"domain_scores_gemma":[0.9997022,0.00003512981,0.00007732528,0.00001621982,0.00007410304,0.00009499677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001432792,0.00002387707,0.984849,0.00001203779,0.00003466296,0.0001545066,0.001150362,0.0002021569,0.009415193,0.00003996194,0.00003607803,0.00393896],"study_design_scores_gemma":[5.481505e-7,0.00001225938,0.9994352,9.346736e-7,0.000001923493,0.00002424871,0.0002945835,0.00005888945,0.0001045951,0.000005892819,0.00005961159,0.000001200042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999861,0.00001727334,0.00001277768,0.000001372689,1.545517e-7,7.724814e-7,0.00002759289,4.606117e-7,0.00007852069],"genre_scores_gemma":[0.9998154,0.0000110507,0.00002959611,0.000001367811,2.384998e-7,9.617825e-7,0.00006050028,4.278263e-7,0.00008043899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703502,"threshold_uncertainty_score":0.3387172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544397430110512,"score_gpt":0.2101008936215965,"score_spread":0.202556496191486,"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."}}