{"id":"W2081553776","doi":"10.1144/gsl.sp.2001.188.01.02","title":"Petroleum systems offshore western Ireland in an Atlantic margin context","year":2001,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Context (archaeology); Petroleum; Margin (machine learning); Oceanography; Geology; Paleontology; Computer science","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":[0.000137103,0.0001205544,0.00009531861,0.0008793942,0.0007681029,0.001073658,0.000342289,0.000300674,0.004953851],"category_scores_gemma":[0.0003334329,0.0001150696,0.0001478526,0.001243408,0.0006969775,0.0004402293,0.001498868,0.0004103107,0.0003635563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005061211,"about_ca_system_score_gemma":0.004282115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4524107,"about_ca_topic_score_gemma":0.6765197,"domain_scores_codex":[0.999715,0.0000232728,0.00001765392,0.00003120679,0.00004431548,0.0001684864],"domain_scores_gemma":[0.9996653,0.00001637827,0.0001218345,0.000008635467,0.00007418558,0.0001137002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001564684,0.00007852434,0.9425097,0.0002115092,0.00003801457,0.01123892,0.006113674,0.0004148407,0.001680559,0.002143839,0.006202043,0.02921194],"study_design_scores_gemma":[0.000008185513,0.00002997536,0.9593362,0.0001198339,0.00001071445,0.00122175,0.01975851,0.0001364458,0.0001072425,0.000138392,0.01912349,0.000009281895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804454,0.0003878834,0.00003213715,0.001110238,0.00002809178,0.00001806216,0.0007195217,0.000005907869,0.01725269],"genre_scores_gemma":[0.9959597,0.0002930492,0.00006085369,0.000256174,0.00001171123,0.000008555396,0.0003188578,0.000003375807,0.003087733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4524107,"threshold_uncertainty_score":0.8995547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183506898552311,"score_gpt":0.2389119115152122,"score_spread":0.2170768425296891,"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."}}