{"id":"W6939503564","doi":"10.60692/j5tcs-8d980","title":"Ecosystem state shifts during long‐term development of an Amazonian peatland","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Amazonian Archaeology and Ethnohistory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Carleton University; Geological Survey of Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Peat; Amazonian; Ombrotrophic; Ecosystem; Amazon rainforest; Sphagnum; Mire; Primary production; Hydrology (agriculture)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003441892,0.000181202,0.0002722419,0.0002059198,0.001333407,0.0002186542,0.0003781271,0.00006479785,0.0001188028],"category_scores_gemma":[0.000006356951,0.0001512851,0.0000564675,0.00001015069,0.0001911542,0.001333753,0.0001141908,0.00009978047,0.000510059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067865,"about_ca_system_score_gemma":0.00006347697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001404644,"about_ca_topic_score_gemma":0.0001451688,"domain_scores_codex":[0.9986756,0.0000483641,0.0006653151,0.0001383215,0.0002123884,0.0002600537],"domain_scores_gemma":[0.9984985,0.000003071136,0.0006906645,0.0005637671,0.0001406998,0.0001033231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000075522,0.00000260624,0.1993261,0.0008248661,0.00005420628,0.0000107781,0.798558,0.00000700582,8.591859e-7,0.000480429,0.000006924613,0.0006526419],"study_design_scores_gemma":[0.001193971,0.00004689185,0.9783802,0.0003644568,0.00002166876,0.00002719883,0.01748353,0.0001095464,0.0004357125,0.000002313649,0.001616801,0.0003177099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853342,0.000002590827,0.0003153383,0.00001439572,0.000648298,0.0002333054,0.00009107,0.0001177783,0.01324305],"genre_scores_gemma":[0.9982329,6.181999e-8,0.00009030347,0.00001495085,0.0001343428,0.00002941034,0.00002189784,0.00001194998,0.00146416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7810745,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068922545444258,"score_gpt":0.2152639124202261,"score_spread":0.1745746869657835,"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."}}