{"id":"W4366506688","doi":"10.11159/iceptp23.125","title":"Environmental Risk of Turbidity Caused by Construction Activities near the Gulf in UAE","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbidity; Turbidity current; Environmental science; Oceanography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003170034,0.0003277702,0.0002284243,0.0006662466,0.00102166,0.0007684075,0.0002319114,0.0004424563,0.0005351471],"category_scores_gemma":[0.0006478087,0.0001726845,0.000242917,0.0008379643,0.0005091635,0.0002396686,0.0008111676,0.0002675073,0.00009257514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000604091,"about_ca_system_score_gemma":0.000512707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500574,"about_ca_topic_score_gemma":0.03318449,"domain_scores_codex":[0.999546,0.0001204858,0.0000281227,0.00003721745,0.000188666,0.00007959185],"domain_scores_gemma":[0.999459,0.00008454725,0.0002558499,0.00002412611,0.000117286,0.00005926309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575743,0.0001190405,0.9755912,0.00004903531,0.0000314372,0.003458365,0.002664002,0.0009779631,0.008710134,0.0001207609,0.0002111362,0.007909451],"study_design_scores_gemma":[0.00000381777,0.0001897523,0.9861894,0.00002261912,0.00002312372,0.001015247,0.008117294,0.001313879,0.002358872,0.00009144458,0.0006555296,0.00001900695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994828,0.00003294366,0.0000646216,0.00002069859,0.000001565291,0.000003981481,0.00003140527,0.000001806496,0.0003601575],"genre_scores_gemma":[0.9994312,0.0000834836,0.0002481034,0.0000113499,0.00000237817,0.000005575293,0.00004136413,8.281679e-7,0.0001756133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500574,"threshold_uncertainty_score":0.02983677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437233711152333,"score_gpt":0.2849538027081901,"score_spread":0.2705814655966667,"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."}}