{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004224889,0.0001926469,0.0004179504,0.000157088,0.00006478043,0.000003958078,0.0003650594,0.0001147743,0.0001220453],"category_scores_gemma":[0.00008524174,0.000180982,0.0001694995,0.0004182244,0.0002084665,0.0001918067,0.0002005478,0.0003393145,0.00001826718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002913,"about_ca_system_score_gemma":0.0002415537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098935,"about_ca_topic_score_gemma":0.01201634,"domain_scores_codex":[0.9975448,0.000342213,0.0004545776,0.0003345366,0.0003142307,0.001009646],"domain_scores_gemma":[0.9991197,0.0001499676,0.0001104224,0.0004394895,0.0000974565,0.00008297569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.007606979,0.001488676,0.1364827,0.0006986394,0.0004387894,0.0001110508,0.01524479,0.06663236,0.08183918,0.6628042,0.00007601323,0.02657659],"study_design_scores_gemma":[0.008959866,0.003739667,0.4193219,0.0003631716,0.00008010675,0.0001029059,0.002494122,0.01263167,0.1399463,0.3884678,0.02220287,0.00168957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920171,0.0005289432,0.000007049649,0.0001224017,0.0000312077,0.0002549562,0.00002029719,0.00002699312,0.006990975],"genre_scores_gemma":[0.9982572,0.001383095,0.00006909278,0.0000552986,0.00002654642,0.00002912255,0.00003841019,0.00002486858,0.0001163404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2828391,"threshold_uncertainty_score":0.9955966,"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."}}