{"id":"W2143231715","doi":"10.1007/s12665-014-3646-2","title":"Assessment of heavy metals by sediment quality guideline in surficial sediments of Abu Qir Bay southeastern mediterranean sea, Egypt","year":2014,"lang":"en","type":"article","venue":"Environmental Earth Sciences","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; Division of Materials Research; National Institute of Oceanography and Fisheries","keywords":"Bay; Estuary; Sediment; Mediterranean sea; Environmental science; Heavy metals; Oceanography; Mediterranean climate; Sedimentary rock; Geology; Environmental chemistry; Geochemistry; Geography; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003110648,0.0004483547,0.0003518766,0.001359532,0.000592044,0.0007945642,0.0003256888,0.0005083857,0.0003475058],"category_scores_gemma":[0.0003389536,0.0002607725,0.0003198101,0.001265157,0.0003019964,0.0003218291,0.0004425666,0.0001725133,0.0001109318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122597,"about_ca_system_score_gemma":0.001102685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07628317,"about_ca_topic_score_gemma":0.1396066,"domain_scores_codex":[0.9998133,0.00001674545,0.00003584761,0.00003318709,0.00006429945,0.00003670391],"domain_scores_gemma":[0.9997181,0.00001758645,0.00008448807,0.000007841388,0.0001498616,0.00002208335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004293396,0.0001164044,0.9412687,0.0002610247,0.0002207632,0.0009945072,0.001529039,0.002248776,0.03421178,0.0001597662,0.0004061477,0.01815356],"study_design_scores_gemma":[0.00001745003,0.0001685214,0.9891712,0.00002464955,0.0001046705,0.0001243105,0.003165356,0.001548805,0.004014919,0.00008447629,0.001563579,0.00001203143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991202,0.0001192692,0.00007959057,0.00002444382,0.000002261211,0.000006765101,0.0001555466,0.00000450928,0.0004874444],"genre_scores_gemma":[0.9984497,0.0001722992,0.0003146302,0.00003602136,0.000002153379,0.000006371197,0.0002382189,0.000002401104,0.0007782008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07628317,"threshold_uncertainty_score":0.1516783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424937564111175,"score_gpt":0.3086616187876577,"score_spread":0.284412243146546,"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."}}