{"id":"W4410755499","doi":"10.1021/acs.estlett.5c00406","title":"Marine Modulation of the Formation Pathways and Sources of Organosulfates over the Coastal South China Sea","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"National Key Research and Development Program of China; Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"China; Oceanography; China sea; Geography; Geology; Archaeology","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":[0.0001977487,0.00007059481,0.00008307177,0.0001281485,0.0002399708,0.00001465187,0.0003306946,0.00003521513,0.00009221065],"category_scores_gemma":[0.00001293555,0.00004021358,0.00002210028,0.000489874,0.001259627,0.0001788529,0.0001891535,0.00008607129,0.00000229704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005168598,"about_ca_system_score_gemma":0.00001138506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004945216,"about_ca_topic_score_gemma":0.0005725949,"domain_scores_codex":[0.9993417,0.00002020179,0.0001576979,0.0001407493,0.0002004721,0.000139135],"domain_scores_gemma":[0.9996569,0.00001700233,0.0001232176,0.0001862911,0.000002546059,0.00001401741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003872188,0.00000551562,0.9501724,0.000007219085,0.000003178678,2.288908e-7,0.0002081669,0.0004737678,0.03495995,0.0001115143,0.000009938293,0.01404424],"study_design_scores_gemma":[0.00009636342,0.00002693638,0.96921,0.000008437255,0.000006020365,0.000005792359,0.000615763,0.007906508,0.02159996,0.0003863658,0.00009617373,0.00004172609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975549,0.00002635994,0.00009954615,0.00151015,0.00006699037,0.0001520953,0.00003046385,0.00001213256,0.0005473617],"genre_scores_gemma":[0.9997738,0.00000768005,0.00004334021,0.0001371552,0.000005186015,0.000001086188,0.000005863606,9.409391e-7,0.00002497577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01903754,"threshold_uncertainty_score":0.4641149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002396799100358416,"score_gpt":0.1439637941193111,"score_spread":0.1415669950189527,"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."}}