{"id":"W4406453220","doi":"10.1016/s0967-0653(98)81375-6","title":"10.1016/s0967-0653(98)81375-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001557705,0.0001479147,0.0001625048,0.00008512626,0.00003370083,0.00003925584,0.0001667331,0.00007374543,0.9958525],"category_scores_gemma":[0.00003198221,0.000155032,0.00005461316,0.0002314068,0.000008266914,0.0000863093,0.00001296873,0.0001277959,0.9957881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003518976,"about_ca_system_score_gemma":0.000005395292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004062862,"about_ca_topic_score_gemma":3.467193e-8,"domain_scores_codex":[0.9992743,0.00002449383,0.0001695885,0.0001380188,0.0001403917,0.0002531973],"domain_scores_gemma":[0.999474,0.00006304611,0.000006235674,0.0002868651,0.00002093501,0.0001488652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007093226,0.000004516049,1.2931e-8,0.00001053254,0.00001200067,0.000001935635,0.0000113352,0.6808543,0.00002431345,4.991153e-7,0.08682042,0.2322531],"study_design_scores_gemma":[0.000149669,0.00002013336,0.000007200249,0.00001063033,0.000005504596,0.000002102166,2.523893e-7,0.1900203,0.0001761562,0.000004844572,0.8094447,0.0001585564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008195298,0.0001014706,0.0004497741,0.00003238571,0.000004649265,0.00009775849,0.000006253874,0.0007477243,0.9977404],"genre_scores_gemma":[0.00018106,6.328422e-7,0.004469106,0.000005674674,0.0001535381,0.00001457873,0.000009957537,0.00005041548,0.995115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7226243,"threshold_uncertainty_score":0.6322023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008286927501829413,"score_gpt":0.1981240457518149,"score_spread":0.1898371182499855,"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."}}