{"id":"W3081729259","doi":"10.19189/map.2020.rsc.sta.1977","title":"The ecosystem of peatland research: a bibliometric analysis","year":2020,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Peat; Environmental science; Ecosystem; Environmental resource management; Ecology; 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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006299309,0.0003618337,0.0010613,0.1528725,0.001346738,0.004691527,0.0005637621,0.0005753436,0.003945367],"category_scores_gemma":[0.03319489,0.0002355873,0.001051182,0.2090214,0.0008929967,0.003502528,0.002748733,0.0003943959,0.0004353873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518918,"about_ca_system_score_gemma":0.003783396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009326656,"about_ca_topic_score_gemma":0.01232702,"domain_scores_codex":[0.9909932,0.002319146,0.002168808,0.000770878,0.003221617,0.0005262697],"domain_scores_gemma":[0.9479763,0.03675349,0.007611234,0.001185134,0.005370338,0.001103473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002201757,0.0001256314,0.7902234,0.01145512,0.001071582,0.0006789893,0.008512448,0.0008492322,0.001353621,0.006552537,0.009833034,0.1691243],"study_design_scores_gemma":[0.00002428497,0.0000850354,0.9308361,0.002340108,0.000846742,0.001201839,0.01476202,0.002779163,0.0004632428,0.003119038,0.04347477,0.00006766643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8755459,0.04076139,0.003201656,0.003035632,0.0001106715,0.0004975856,0.04831304,0.0002251309,0.02830909],"genre_scores_gemma":[0.9573931,0.01617773,0.005317683,0.0001214219,0.0001398096,0.0003467713,0.01941309,0.0000455989,0.001044897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8471276,"threshold_uncertainty_score":0.03331429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495945751869453,"score_gpt":0.2962036890813625,"score_spread":0.2412442315626679,"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."}}