{"id":"W3097581652","doi":"10.1130/abs/2020am-355119","title":"FACTORS CONTROLLING P MOBILITY IN NEARSHORE AQUIFERS: THE ROLE OF SEDIMENT TRAP AND CLIMATE CHANGE","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Trap (plumbing); Aquifer; Sediment; Environmental science; Sediment transport; Climate change; Hydrology (agriculture); Geology; Oceanography; Geomorphology; Groundwater; Geotechnical engineering; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360928,0.0001777886,0.000358138,0.000005399208,0.00007028777,0.00001708733,0.0003184531,0.0001252661,0.00002424103],"category_scores_gemma":[0.00004423521,0.0000970212,0.00009521371,0.0002611523,0.001954237,0.0001186731,0.0003075138,0.000292785,0.000002363784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003297792,"about_ca_system_score_gemma":0.000004119559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447595,"about_ca_topic_score_gemma":0.000009329889,"domain_scores_codex":[0.9985443,0.00005988469,0.0003499051,0.0003405788,0.0003267328,0.0003786187],"domain_scores_gemma":[0.9993184,0.0001497974,0.0002491716,0.0001904851,0.00001109592,0.00008106913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006574058,0.0003031531,0.9380985,0.00003643464,0.00002851045,0.000001106682,0.006030591,0.0005050056,0.001221303,0.00001000436,0.000005040292,0.05369459],"study_design_scores_gemma":[0.0004282767,0.001513805,0.9683223,0.00003384262,0.00002473374,6.52064e-7,0.02024227,0.001242684,0.006617019,0.0004271429,0.0009581962,0.0001890906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960759,0.0001491293,0.00002102336,0.002925884,0.000008428853,0.000649491,0.000004946421,0.00008887518,0.00007630183],"genre_scores_gemma":[0.9948274,0.0001067834,0.004768664,0.0002081066,0.00001405658,0.0000639366,0.000003774459,0.000006945115,3.659836e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05350551,"threshold_uncertainty_score":0.7200466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182220994557759,"score_gpt":0.2609795624706308,"score_spread":0.2091573525250532,"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."}}