{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238686,0.0002110868,0.0002490995,0.0004147524,0.0005640486,0.000899605,0.0003187678,0.0003681117,0.00391259],"category_scores_gemma":[0.0003842847,0.0001742967,0.0002315499,0.000271392,0.0003139733,0.0003916404,0.0004498104,0.0002093906,0.0009138867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008249721,"about_ca_system_score_gemma":0.0006396991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00964251,"about_ca_topic_score_gemma":0.01372564,"domain_scores_codex":[0.999843,0.00001323023,0.000008356911,0.00005908357,0.00002826543,0.00004810419],"domain_scores_gemma":[0.9998364,0.00004073834,0.00003481044,0.00001412139,0.00004779813,0.00002607259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001145607,0.00003485857,0.03275644,0.0001464547,0.00005728743,0.0002472565,0.0001249967,0.0009030969,0.9519454,0.0008297469,0.0003640527,0.01144467],"study_design_scores_gemma":[0.00009257254,0.0005549624,0.1273991,0.00002390142,0.0001067535,0.0002742198,0.0007864033,0.007931246,0.8531511,0.0007659737,0.008889342,0.00002447775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962012,0.00027812,0.0009093115,0.00008226324,0.00001545156,0.0000108898,0.000216393,0.00005246738,0.002233916],"genre_scores_gemma":[0.9960315,0.0001652897,0.0004943173,0.00002071332,0.000007014625,0.000006100378,0.0001693663,0.00000997158,0.003095657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00964251,"threshold_uncertainty_score":0.01917279,"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."}}