{"id":"W2119440517","doi":"10.5194/bg-9-3513-2012","title":"Degradation state of organic matter in surface sediments from the Southern Beaufort Sea: a lipid approach","year":2012,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Environmental chemistry; Chemistry; Organic matter; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002824549,0.00007223901,0.0000948805,0.00004593191,0.00003769952,0.00002347567,0.0001825665,0.00002389197,0.00008830836],"category_scores_gemma":[0.00000733578,0.00004473547,0.00002986112,0.0005167554,0.0000548584,0.0001960571,0.000023047,0.0000499823,0.00009823817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001715696,"about_ca_system_score_gemma":0.0000112792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044258,"about_ca_topic_score_gemma":0.0003812317,"domain_scores_codex":[0.9993232,0.00003547607,0.0001630189,0.00009422591,0.0002146309,0.0001693965],"domain_scores_gemma":[0.9997568,0.00002440637,0.00003428272,0.0001323422,0.00001189819,0.00004030406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001877165,0.00004449194,0.9757255,0.000007494232,0.00002366673,8.189447e-8,0.004380113,0.007494583,0.01170097,0.000001783454,0.0003389505,0.0002805259],"study_design_scores_gemma":[0.0007652924,0.00003935105,0.4851542,0.00005269505,0.00009634921,0.000001692752,0.01507095,0.443585,0.05076137,0.0001806576,0.003537621,0.0007547912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997061,0.0002705714,0.001965632,0.00009760176,0.0001299141,0.00007222463,0.00004382442,0.00002389433,0.0003353692],"genre_scores_gemma":[0.9994463,0.00003039576,0.0003046375,0.00003997582,0.00002821368,0.00000368938,0.00003532834,0.000005258791,0.000106147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4905712,"threshold_uncertainty_score":0.182426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652113002067179,"score_gpt":0.2141546263484411,"score_spread":0.1976334963277693,"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."}}