{"id":"W2150241788","doi":"10.1306/2dc40963-0e47-11d7-8643000102c1865d","title":"Structure, Stability, and Transformation of Contaminated Lacustrine Surface Fine-Grained Laminae","year":2001,"lang":"en","type":"article","venue":"Journal of Sedimentary Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Contamination; Transformation (genetics); Stability (learning theory); Surface (topology); Geochemistry; Mineralogy; Chemistry; Geometry; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009686596,0.0001830202,0.0001357897,0.0002260562,0.0002694057,0.0003736011,0.0001657515,0.0001596474,0.0004812582],"category_scores_gemma":[0.0001361137,0.0001348988,0.0001200627,0.0001570053,0.0002309507,0.0001271279,0.0001093219,0.0001068787,0.00008663991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007725415,"about_ca_system_score_gemma":0.0002363151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06744473,"about_ca_topic_score_gemma":0.1040806,"domain_scores_codex":[0.9999402,0.000003623558,0.000002288274,0.00001957084,0.00001543212,0.00001901408],"domain_scores_gemma":[0.9999166,0.000009128036,0.00002416481,0.000004792518,0.00002700622,0.00001826103],"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":[0.0002482935,0.00002144186,0.1676414,0.00004254571,0.00002362616,0.0001658059,0.0005860782,0.0004752658,0.8277796,0.00003628917,0.00003380678,0.002945876],"study_design_scores_gemma":[0.000003403287,0.0001142147,0.9681415,0.000003041931,0.000007539874,0.00005663239,0.0002421343,0.000867093,0.03027978,0.000007438087,0.0002740247,0.000003200198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999724,0.00002483421,0.00007753091,0.000001445738,1.839607e-7,0.000002089487,0.00005528175,0.000003239139,0.0001114846],"genre_scores_gemma":[0.9994336,0.00001740872,0.000141936,0.000002467975,2.04204e-7,0.000001991225,0.0001023832,0.000001399645,0.0002985715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06744473,"threshold_uncertainty_score":0.1341043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169526158948863,"score_gpt":0.2920764700049885,"score_spread":0.2603812084154998,"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."}}