{"id":"W2389591153","doi":"","title":"The Distribution and Composition Characterization of Satured Hydrocarbon and Explanation of Pollution Source in Jinan Soil and Sediment","year":2007,"lang":"en","type":"article","venue":"Chinese Journal of Spectroscopy Laboratory","topic":"Civil and Geotechnical Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Hopanoids; Hydrocarbon; Sediment; Environmental chemistry; Pollution; Composition (language); Characterization (materials science); Alkane; Chemistry; Environmental science; Mineralogy; Source rock; Geology; Organic chemistry; Geomorphology; Ecology; 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":[0.000104776,0.000126734,0.0001562378,0.001327524,0.000322431,0.0002657669,0.0001129825,0.0001123487,0.0002501462],"category_scores_gemma":[0.00007838921,0.0001291796,0.0001090879,0.000715867,0.000225313,0.0002064634,0.0002511198,0.00009229765,0.00003693436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196186,"about_ca_system_score_gemma":0.0003103781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511976,"about_ca_topic_score_gemma":0.02343879,"domain_scores_codex":[0.9999076,0.000004207074,0.000008430153,0.00003435661,0.00002527665,0.00002009494],"domain_scores_gemma":[0.9999065,0.00000620317,0.00002694051,0.000004730695,0.00003856803,0.0000168999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001613637,0.00003864519,0.7051744,0.0001534116,0.00005257836,0.0006987759,0.00100876,0.0005893452,0.2749259,0.0003353015,0.0001493046,0.01671225],"study_design_scores_gemma":[0.000002489184,0.00002614848,0.9914643,0.00000362641,0.00001521108,0.0001545621,0.000244963,0.0004749853,0.006914865,0.00005624201,0.0006372611,0.000005277991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993196,0.0001180661,0.000129199,0.000007469136,9.858409e-7,0.000002030257,0.0001037621,0.000003494263,0.0003154162],"genre_scores_gemma":[0.9990001,0.0001724692,0.0002188742,0.000008662084,0.00000230795,0.0000029524,0.0001743721,0.000001693314,0.0004185903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511976,"threshold_uncertainty_score":0.03006351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001860965670698978,"score_gpt":0.20819767606894,"score_spread":0.206336710398241,"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."}}