{"id":"W6996073187","doi":"","title":"RE â OS AND PGE GEOCHEMISTRY OF ORGANIC-RICH
\\nSEDIMENTARY ROCKS AND PETROLEUM","year":2010,"lang":"en","type":"dissertation","venue":"Durham e-Theses (Durham University)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Source rock; Shetland; Structural basin; Petroleum; Mantle (geology); Radiogenic nuclide; Graben; Passive margin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008085897,0.0005041065,0.0008305574,0.0004567541,0.0001819987,0.00002899441,0.0001788045,0.0006312877,0.001187535],"category_scores_gemma":[0.00008354099,0.0005006942,0.0001777886,0.0002805055,0.0001431919,0.0001283685,0.000106958,0.0005697492,0.00001095366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439532,"about_ca_system_score_gemma":0.0002119234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006146742,"about_ca_topic_score_gemma":0.001982474,"domain_scores_codex":[0.998228,0.00003718275,0.0003151867,0.000705123,0.000374386,0.0003401252],"domain_scores_gemma":[0.9984287,0.0001980086,0.0003442632,0.0005188811,0.0001944667,0.0003156752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004144863,0.004215988,0.8484371,0.005694209,0.005071036,0.003529734,0.007474595,0.000002911401,0.09984474,0.0002230555,0.01282901,0.008532743],"study_design_scores_gemma":[0.01577396,0.002464772,0.4714581,0.003619769,0.009854747,0.0003448727,0.06117924,0.00005287073,0.3531094,0.0001888915,0.07945199,0.002501403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679561,0.001424387,0.000001597145,0.0003020201,0.0002148776,0.0004007611,0.0001028929,0.00006625284,0.02953115],"genre_scores_gemma":[0.9774954,0.002484213,0.0001028689,0.0001140087,0.0001280636,0.000004574127,0.001112986,0.00006456702,0.01849334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769791,"threshold_uncertainty_score":0.9997445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631135607842098,"score_gpt":0.2450788033895107,"score_spread":0.2287674473110897,"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."}}