{"id":"W4382704470","doi":"10.2139/ssrn.4496285","title":"Ocurrence Prand Ecological Risk Assessment of Organic Uv Filters in Coastal Waters of the Iberian Peninsula","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Peninsula; Geography; Environmental science; Oceanography; Ecology; Environmental resource management; Geology; Biology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127892,0.0004219333,0.000228818,0.001341471,0.0005093094,0.001485471,0.000269316,0.0005012966,0.002301735],"category_scores_gemma":[0.001217537,0.00009858949,0.0004930226,0.0007381186,0.0002529325,0.0004401072,0.001115122,0.000224557,0.0002496509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112119,"about_ca_system_score_gemma":0.001023371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06545278,"about_ca_topic_score_gemma":0.05760424,"domain_scores_codex":[0.9996219,0.0001188884,0.00001860779,0.00006235841,0.0001033473,0.00007493313],"domain_scores_gemma":[0.9996141,0.00008709446,0.0001187294,0.00003610687,0.000110884,0.00003296546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005961618,0.0001934338,0.828637,0.0001703027,0.0005361658,0.0004739536,0.0004022124,0.05317668,0.003601172,0.003068031,0.002014823,0.1071301],"study_design_scores_gemma":[0.00002537192,0.0002012448,0.9191052,0.0001948483,0.0002748797,0.0002134555,0.001868306,0.06018838,0.003133063,0.00340089,0.01136547,0.00002884793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779431,0.0016065,0.002352986,0.0005491216,0.0000348075,0.00003123825,0.0008662801,0.00002806027,0.01658797],"genre_scores_gemma":[0.9919541,0.0005924501,0.001224209,0.00005847368,0.00001711524,0.00001541795,0.0004016368,0.000008038555,0.005728541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06545278,"threshold_uncertainty_score":0.1301436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157068871338335,"score_gpt":0.2289364429774247,"score_spread":0.2173657542640413,"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."}}