{"id":"W4389353613","doi":"10.1130/abs/2023am-388522","title":"SEQUESTRATION OF METAL(LOID)S BY MINERAL-ORGANIC MATTER ASSOCIATIONS","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mineral; Environmental chemistry; Environmental science; Organic matter; Metal; Earth science; Geology; Chemistry; Metallurgy; Materials science","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":[0.0001691208,0.0001634505,0.0003069226,0.00001750743,0.00003782942,0.00001387079,0.0001229649,0.000163614,0.00007994771],"category_scores_gemma":[0.00004544643,0.0001253499,0.0001401377,0.0004791403,0.0002238379,0.00007033278,0.0000260168,0.0002171392,0.00003828845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003268989,"about_ca_system_score_gemma":0.00001499151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112207,"about_ca_topic_score_gemma":0.000002168002,"domain_scores_codex":[0.9989157,0.00001460051,0.0003656995,0.0001749597,0.0002277856,0.0003012017],"domain_scores_gemma":[0.9993297,0.0002068766,0.0001254018,0.0001711785,0.00009463775,0.00007219176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002474736,0.001964347,0.230155,0.001384546,0.002007972,0.00001277737,0.00220109,0.4633994,0.1703846,0.00008668577,0.09679574,0.03158316],"study_design_scores_gemma":[0.0008939894,0.00141196,0.9237111,0.0001247831,0.0002425913,0.000004997418,0.0005779188,0.03086586,0.01633631,0.0005726285,0.02429896,0.0009589511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954721,0.0001209967,0.002533936,0.0004779707,0.00006630886,0.0002843546,0.00003608611,0.0004158441,0.000592387],"genre_scores_gemma":[0.9879532,0.0002129183,0.01136266,0.00006444452,0.00002453742,0.000036943,0.000230209,0.00002303985,0.00009202923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6935561,"threshold_uncertainty_score":0.5111622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072725218773627,"score_gpt":0.2217802008107624,"score_spread":0.2110529486230261,"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."}}