{"id":"W2300200826","doi":"10.1002/j.1551-8701.2004.tb02711.x","title":"Deep Water, Low Temperatures Hamper Main Break Repair","year":2004,"lang":"en","type":"article","venue":"Opflow","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water hammer; Shut down; Environmental science; Winter storm; Storm; Redundancy (engineering); Overheating (electricity); Cold weather; Meteorology; Engineering; Nuclear engineering; Reliability engineering; Geography; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009018076,0.0001311543,0.0001115691,0.00005676896,0.00006090277,0.00003295847,0.00008852633,0.00007874612,0.0001273058],"category_scores_gemma":[0.000007229693,0.00009891991,0.00007409359,0.00007443086,0.00002493599,0.0001253369,0.00001883401,0.0001485737,0.0001567302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005948924,"about_ca_system_score_gemma":0.000006496098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002971468,"about_ca_topic_score_gemma":0.00002106002,"domain_scores_codex":[0.9993671,0.000008587735,0.0001254506,0.0001714894,0.000096337,0.0002310772],"domain_scores_gemma":[0.9996484,0.000003364604,0.00000553882,0.0002660698,0.00002131841,0.00005533259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006366934,0.0003988684,0.0004884865,0.0008058175,0.0003417673,0.0003890618,0.005054095,0.1262894,0.6376228,0.00231088,0.149966,0.07626914],"study_design_scores_gemma":[0.000236014,0.00003343491,0.0001856457,0.00004573187,0.000007316375,0.00007155864,0.00003139495,0.0003457664,0.9674424,0.002605901,0.02875163,0.0002432364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643548,0.002120305,0.004126701,0.002368203,0.002494464,0.0004294034,0.00001673727,0.01039451,0.01369488],"genre_scores_gemma":[0.9860893,0.0001725239,0.01177767,0.0001560422,0.0003422311,0.000028196,0.00001770914,0.0000414528,0.001374848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3298195,"threshold_uncertainty_score":0.4033837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003508352416446493,"score_gpt":0.1902627198825994,"score_spread":0.1867543674661529,"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."}}