{"id":"W4301257705","doi":"","title":"Role of climate change in recovery of acidified surface waters","year":2008,"lang":"en","type":"article","venue":"INRIA a CCSD electronic archive server","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Climate change; Environmental science; Surface water; Environmental chemistry; Oceanography; Physical geography; Hydrology (agriculture); Chemistry; Geology; Geography; Environmental engineering; Geotechnical engineering","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":[0.001401352,0.0003777303,0.0005546216,0.0004531551,0.0006576107,0.002344766,0.0006188812,0.00175923,0.01058279],"category_scores_gemma":[0.001428489,0.00008512793,0.0006668195,0.0005648257,0.0007174429,0.001181023,0.0008874147,0.0005263875,0.0008273929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153189,"about_ca_system_score_gemma":0.0009419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246596,"about_ca_topic_score_gemma":0.007100969,"domain_scores_codex":[0.9995543,0.00009574275,0.00001937802,0.00008376817,0.00007726172,0.000169442],"domain_scores_gemma":[0.999324,0.000216133,0.00008864248,0.00003596766,0.0002216454,0.0001135737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007064752,0.0005973971,0.127736,0.003640082,0.0008078355,0.003344317,0.00134956,0.07070655,0.3326407,0.02547057,0.02511699,0.4015253],"study_design_scores_gemma":[0.0004628295,0.002282997,0.4876427,0.0006493682,0.0006080583,0.001253138,0.01019039,0.05879106,0.1867789,0.03900766,0.2120268,0.0003059965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8490546,0.03622309,0.004508383,0.02833177,0.002143563,0.00008173395,0.001419829,0.000225784,0.07801133],"genre_scores_gemma":[0.9852131,0.007729953,0.0004988839,0.0004265468,0.0001818602,0.00001024771,0.0001092609,0.00003263215,0.005797471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246596,"threshold_uncertainty_score":0.03540289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220152819612188,"score_gpt":0.2456564973715801,"score_spread":0.2334549691754582,"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."}}