{"id":"W4400886240","doi":"10.1007/s10201-024-00756-7","title":"Influence of environmental settings, including vegetation, on speciation of the redox-sensitive elements in the sediments of monomictic Lake Kinneret","year":2024,"lang":"en","type":"article","venue":"Limnology","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Ben-Gurion University of the Negev; Israel Science Foundation","keywords":"Environmental chemistry; Sediment; Redox; Sulfur; Littoral zone; Sulfide; Manganese; Pore water pressure; Sulfate; Geology; Chemistry; Oceanography; Geomorphology; Inorganic chemistry","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":[0.00005659688,0.0001621436,0.0001313494,0.0002233738,0.0002391913,0.0002864379,0.000111263,0.0001397589,0.0007454764],"category_scores_gemma":[0.0001174023,0.0001162701,0.00009385368,0.000229043,0.0001767588,0.0002562731,0.0004204766,0.0001163358,0.00009524937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004694987,"about_ca_system_score_gemma":0.0002494531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432729,"about_ca_topic_score_gemma":0.04235408,"domain_scores_codex":[0.9999412,0.0000085189,0.000004969898,0.00002486274,0.000009716475,0.00001056],"domain_scores_gemma":[0.9999549,0.000008208324,0.00001341145,0.000001678806,0.000009242254,0.00001240516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001148834,0.00007869139,0.211686,0.0002754487,0.00009477042,0.0004651831,0.001332106,0.0006793907,0.7704386,0.0001560046,0.000117849,0.01352707],"study_design_scores_gemma":[0.000006638492,0.00009967472,0.991742,0.000006663864,0.0000283636,0.00006090519,0.0003753361,0.0003812827,0.006704253,0.0000391473,0.0005487754,0.000006859523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994606,0.00006901181,0.00003372482,0.000003945173,7.56016e-7,0.000001585168,0.00007501427,0.000002963275,0.0003522949],"genre_scores_gemma":[0.9994298,0.0000433646,0.00009829819,0.000009036058,6.172357e-7,0.000004258813,0.000140678,0.000001976223,0.0002720332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432729,"threshold_uncertainty_score":0.0284878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008458772228160882,"score_gpt":0.2356925369722677,"score_spread":0.2272337647441068,"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."}}