{"id":"W3121065908","doi":"10.5772/intechopen.95108","title":"Study of Water and Sediment Quality in the Bay of Dakhla, Morocco: Physico-Chemical Quality and Metallic Contamination","year":2021,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Water quality; Environmental science; Sediment; Pollution; Trace metal; Nutrient; Environmental chemistry; Cadmium; Contamination; Hydrology (agriculture); Oceanography; Chemistry; Metal; Geology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002544551,0.0003459571,0.0003362064,0.0009983334,0.0007696431,0.0007542162,0.0002039018,0.0003385565,0.0004733248],"category_scores_gemma":[0.0003120274,0.0001025058,0.0002289828,0.001158341,0.0003940137,0.0002845437,0.0004951814,0.0001413891,0.00009144402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192087,"about_ca_system_score_gemma":0.0007033699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03811202,"about_ca_topic_score_gemma":0.05441973,"domain_scores_codex":[0.999836,0.00002221004,0.0000150369,0.00004253831,0.00004341624,0.00004080862],"domain_scores_gemma":[0.9997745,0.00002182474,0.00009564062,0.000009433973,0.00006906384,0.0000296343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001501121,0.00005455985,0.9604481,0.0001244386,0.00005656368,0.001077322,0.001868586,0.0002841743,0.02518077,0.00008286641,0.0001292173,0.01054332],"study_design_scores_gemma":[0.000002430828,0.00008004928,0.9969196,0.00001060072,0.00001597009,0.0001546769,0.001059421,0.0001689918,0.0009434967,0.00001503534,0.0006243187,0.000005428369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992179,0.0002440953,0.00005467611,0.00002348735,0.000003867687,0.000006188809,0.000138074,0.000001823413,0.0003098954],"genre_scores_gemma":[0.9992867,0.0001649524,0.0001636226,0.0000220385,0.000006590361,0.000006660629,0.000124579,7.137091e-7,0.0002241969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03811202,"threshold_uncertainty_score":0.07578033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002095050746197,"score_gpt":0.3304781614802116,"score_spread":0.2604572109727497,"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."}}