{"id":"W2199989128","doi":"10.1306/13391705m1023583","title":"FIB-SEM and TEM Investigations of an Organic-rich Shale Maturation Series from the Lower Toarcian Posidonia Shale, Germany","year":2013,"lang":"en","type":"book-chapter","venue":"American Association of Petroleum Geologists eBooks","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Oil shale; Geology; Subtitle; Geochemistry; Paleontology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002228805,0.0003757113,0.0007169258,0.0001903506,0.000124989,0.000071945,0.0003168153,0.0003247417,0.0002934446],"category_scores_gemma":[0.0001082654,0.0003189291,0.000157283,0.00008397343,0.0004844189,0.000201868,0.00008051899,0.0004112899,0.00004051998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009857,"about_ca_system_score_gemma":0.0000821639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006828691,"about_ca_topic_score_gemma":0.002216115,"domain_scores_codex":[0.9980763,0.00009232022,0.0007571285,0.000333886,0.00049054,0.0002498611],"domain_scores_gemma":[0.9978063,0.0002267335,0.001059046,0.0005051566,0.0002839899,0.0001187422],"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":[0.001093249,0.001328077,0.136204,0.002295573,0.0424592,0.0001823495,0.07400142,0.06961567,0.2780969,0.2124391,0.09758596,0.0846985],"study_design_scores_gemma":[0.008017492,0.006836121,0.4006226,0.00209605,0.01007366,0.00007876437,0.01217865,0.2233648,0.03192162,0.07915051,0.2121525,0.01350729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7667719,0.0005631661,0.0007557327,0.002733462,0.0005179411,0.0007554256,0.0007380094,0.0005416804,0.2266227],"genre_scores_gemma":[0.903466,0.0002121272,0.0007638845,0.0001991621,0.0001997309,0.00003699626,0.0003919253,0.00008186603,0.09464835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2644186,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006760995596880643,"score_gpt":0.1903475571749892,"score_spread":0.1835865615781086,"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."}}