{"id":"W2967277298","doi":"10.19189/map.2018.omb.379","title":"A synthesis of evidence for the effects of interventions to conserve peatland vegetation: overview and critical discussion","year":2019,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"MAVA Foundation; Arcadia Fund","keywords":"Peat; Vegetation (pathology); Psychological intervention; Environmental science; Ecology; Psychology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1089376,0.003464199,0.0121755,0.0279658,0.002009031,0.01262102,0.004793709,0.01093034,0.01253993],"category_scores_gemma":[0.3681296,0.002481805,0.0121475,0.01581328,0.004674209,0.01112303,0.00617337,0.009977129,0.00151716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01612639,"about_ca_system_score_gemma":0.03091039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007939673,"about_ca_topic_score_gemma":0.01139537,"domain_scores_codex":[0.9202008,0.03099801,0.03197742,0.004330253,0.01088479,0.001608768],"domain_scores_gemma":[0.5721393,0.3779391,0.02066303,0.005209486,0.02221679,0.001832198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003895876,0.00002366073,0.0003509105,0.9241397,0.006138789,0.000159561,0.0009371542,0.0002881511,0.0002412785,0.003550601,0.007385953,0.05639471],"study_design_scores_gemma":[0.0001297962,0.000112933,0.000695106,0.9335117,0.01258561,0.0001329474,0.0006040449,0.00009732372,0.0001912415,0.004599958,0.04729955,0.00003973933],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005802881,0.9726191,0.001325361,0.0181477,0.004157451,0.001286469,0.0006576442,0.0000389786,0.00118708],"genre_scores_gemma":[0.02070542,0.9424326,0.007705764,0.01980795,0.002676108,0.005349957,0.0007739388,0.00004453124,0.0005036738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1089376,"threshold_uncertainty_score":0.5761237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922886718867748,"score_gpt":0.3347074891963167,"score_spread":0.2854786220076392,"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."}}