{"id":"W4415847766","doi":"10.46855/energy-proceedings-11791","title":"Development and prospect of CCUS-EOR surface gathering and transportation engineering technology in North China Oilfield","year":2025,"lang":"","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Marine transportation; Surface engineering; China; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000393377,0.0002189845,0.00007701439,0.0004285892,0.000474436,0.0004838551,0.000212482,0.0002801736,0.00125865],"category_scores_gemma":[0.0002624432,0.00008205325,0.0001531235,0.0006013835,0.0003649101,0.0007856955,0.0004664987,0.0001907497,0.00009932657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217789,"about_ca_system_score_gemma":0.00297712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02142142,"about_ca_topic_score_gemma":0.01900933,"domain_scores_codex":[0.9998183,0.00003310725,0.00001126589,0.00002443525,0.00007191187,0.00004106322],"domain_scores_gemma":[0.9999063,0.00001196559,0.00001325208,0.000009485026,0.00003171088,0.00002735229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003382426,0.000468167,0.1192303,0.0006183123,0.00003370088,0.002221129,0.003191771,0.1317021,0.1090177,0.05937975,0.005021825,0.5687771],"study_design_scores_gemma":[0.0001587926,0.001440707,0.2102608,0.0002691595,0.0001011361,0.001702506,0.008507415,0.4727636,0.1283645,0.01772582,0.1585282,0.0001774764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161035,0.001591108,0.04775187,0.001533789,0.0000350047,0.00009652054,0.0000867054,0.0001655459,0.03263581],"genre_scores_gemma":[0.9839579,0.001388612,0.008617967,0.00002849065,0.000007715747,0.00001747506,0.0000575612,0.000005096035,0.005919191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142142,"threshold_uncertainty_score":0.04259348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006556726661544241,"score_gpt":0.2297570490605715,"score_spread":0.2232003223990272,"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."}}