{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044889,0.0004284843,0.000291071,0.000492821,0.002060673,0.001749624,0.0007954899,0.001029153,0.007178057],"category_scores_gemma":[0.004372251,0.000364485,0.0002714787,0.0006252948,0.001136871,0.001013665,0.0007689378,0.0008961807,0.001313125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759903,"about_ca_system_score_gemma":0.001485664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05558269,"about_ca_topic_score_gemma":0.1737614,"domain_scores_codex":[0.9990014,0.0001018099,0.00003521312,0.0001074736,0.0003745156,0.0003794744],"domain_scores_gemma":[0.9974762,0.0006995717,0.000711586,0.0001937708,0.0005466804,0.0003722931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001738588,0.0006054238,0.3902119,0.001169126,0.0001374415,0.04701883,0.03483193,0.01488677,0.135888,0.00509494,0.02392757,0.3444896],"study_design_scores_gemma":[0.00008587143,0.00161416,0.5962158,0.0004405786,0.0002072979,0.02855709,0.1339692,0.01110987,0.08261134,0.005455716,0.1395041,0.0002289846],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648775,0.0006350502,0.01097508,0.0009665751,0.0001743738,0.0001442907,0.0001700572,0.0003450968,0.02171202],"genre_scores_gemma":[0.9904055,0.0002979074,0.002057988,0.00009564065,0.00001740927,0.00001368796,0.00005301945,0.00004923149,0.007009653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05558269,"threshold_uncertainty_score":0.1105183,"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."}}