{"id":"W2046896344","doi":"10.1016/s0033-5894(02)00011-x","title":"Rapid development of an unusual peat-accumulating ecosystem in the Chilean Altiplano","year":2003,"lang":"en","type":"article","venue":"Quaternary Research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Geology; Hydrology (agriculture); Radiocarbon dating; Riparian zone; Ecosystem; Physical geography; Drainage basin; Water table; Environmental science; Ecology; Groundwater; Geography; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003861608,0.0000900428,0.0001368831,0.00008592696,0.0001964549,0.00002526151,0.0004498509,0.00005472834,0.0007037657],"category_scores_gemma":[0.00005518039,0.00006019803,0.00002199324,0.000281256,0.00007939865,0.0001106049,0.0001178323,0.0002318001,0.0001539129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009709726,"about_ca_system_score_gemma":0.00003702911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003489493,"about_ca_topic_score_gemma":0.001552046,"domain_scores_codex":[0.9975317,0.0009373052,0.0002951126,0.0002599474,0.0005278779,0.0004480309],"domain_scores_gemma":[0.9994215,0.0001825018,0.00004560722,0.0002701456,0.000009096859,0.00007115175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003457984,0.0001794441,0.9856726,0.00001547744,0.000006146856,0.00006452198,0.00383749,0.0001412894,0.00283409,0.0001088353,0.0001714444,0.006934114],"study_design_scores_gemma":[0.001309329,0.0007631062,0.9519254,0.00004768774,0.000002680868,0.0001054658,0.002885069,0.01100182,0.009725315,0.0005067016,0.0214456,0.000281814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794554,0.00002342339,0.00001548339,0.00006940239,0.00003547898,0.0002304512,0.000002567158,0.000007508999,0.0201603],"genre_scores_gemma":[0.9991505,0.000007267377,0.0005654586,0.00002510654,0.00002444027,0.0000314818,0.00001420504,0.000008592837,0.0001729537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03374715,"threshold_uncertainty_score":0.7705741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08760588299024483,"score_gpt":0.3482051833742881,"score_spread":0.2605993003840433,"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."}}