{"id":"W2038594049","doi":"10.5194/cp-10-305-2014","title":"Qualitative and quantitative reconstructions of surface water characteristics and recent hydrographical changes in the Trondheimsfjord, central Norway","year":2014,"lang":"en","type":"article","venue":"Climate of the past","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; European Commission; Université du Québec à Montréal; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Dinocyst; Fjord; Hydrography; Environmental science; Oceanography; Eutrophication; North Atlantic oscillation; Water mass; Hydrology (agriculture); Physical geography; Geology; Nutrient; Ecology; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009391436,0.00007566234,0.0001898982,0.000043228,0.0001321153,0.000008736975,0.0001394996,0.00006195103,0.0001340252],"category_scores_gemma":[0.00007779199,0.00003724651,0.00002312618,0.000114363,0.001061162,0.00003630204,0.00002629272,0.0001750612,0.000006099331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.948616e-7,"about_ca_system_score_gemma":0.000006128886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007931196,"about_ca_topic_score_gemma":0.003327168,"domain_scores_codex":[0.9985713,0.0007777948,0.0001739769,0.0001265043,0.00008865335,0.0002617836],"domain_scores_gemma":[0.999018,0.0007163446,0.00007711008,0.0001203374,0.00003430654,0.00003392225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006839979,0.00001415821,0.9918773,0.00004328405,0.00001328201,4.80119e-7,0.006653666,0.0000101299,0.00009751466,0.0008435788,0.000005737431,0.0003724869],"study_design_scores_gemma":[0.000201531,0.0001722857,0.9929438,0.00002086903,0.00001613309,0.0000261255,0.004522678,0.0005495512,0.0002019953,0.00115294,0.0001399557,0.00005215529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944631,0.0001234454,0.000002641789,0.004456169,0.0001091783,0.0001285477,0.00009073795,0.000002153995,0.0006239954],"genre_scores_gemma":[0.9990742,0.0006540836,0.0001861064,0.00004414823,0.000009619109,9.748755e-7,0.00002231418,0.000001288736,0.000007274012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00461106,"threshold_uncertainty_score":0.3909896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387803297605341,"score_gpt":0.2911711619980282,"score_spread":0.2572931290219748,"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."}}