{"id":"W4390615350","doi":"10.5194/egusphere-2023-2632-supplement","title":"Supplementary material to \"Measurement Report: Effects of transition metal ions on the optical properties of humic-like substances revealing structural preference \"","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Preference; Ion; Metal ions in aqueous solution; Transition metal; Materials science; Chemical physics; Chemistry; Inorganic chemistry; Environmental chemistry; Mathematics; Organic chemistry; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001097174,0.002269707,0.001220644,0.002028374,0.0009735865,0.0007786248,0.002157595,0.001065742,0.7246366],"category_scores_gemma":[0.004563329,0.0007573312,0.0006997185,0.003099311,0.0002159797,0.001360364,0.0009692637,0.001093413,0.1680644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523775,"about_ca_system_score_gemma":0.0008101769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823804,"about_ca_topic_score_gemma":0.004934269,"domain_scores_codex":[0.9993097,0.00007017221,0.0000690754,0.0002068484,0.0002584256,0.00008583334],"domain_scores_gemma":[0.9969857,0.001199866,0.0002464332,0.0003876113,0.0009707538,0.0002096759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004251906,0.0003481708,0.001310784,0.001811634,0.00009993304,0.0001183862,0.00004820824,0.0006922546,0.02063673,0.001743159,0.9532689,0.01949658],"study_design_scores_gemma":[0.000777586,0.0006786567,0.02391279,0.0004087314,0.0001754542,0.0006838842,0.0002540445,0.008420488,0.1136488,0.009974861,0.8407626,0.0003020345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008508443,0.0004432893,0.01992943,0.0006464899,0.002012927,0.0002417769,0.9420037,0.006973972,0.01923998],"genre_scores_gemma":[0.03354358,0.0006380468,0.02003157,0.0006717913,0.0005870588,0.0008497022,0.9145145,0.00388354,0.0252801],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7246366,"threshold_uncertainty_score":0.3927725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475756355389855,"score_gpt":0.243076685266339,"score_spread":0.2083191217124405,"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."}}