{"id":"W2743039041","doi":"10.1061/9780784480885.032","title":"Watermain Asset Management","year":2017,"lang":"en","type":"article","venue":"Pipelines 2017","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Asset management; Computer science; Asset (computer security); Business; Computer security; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008460364,0.0003849159,0.0002215363,0.001315608,0.002201919,0.002593383,0.001048547,0.0005041877,0.04929487],"category_scores_gemma":[0.001539872,0.0002168234,0.0001564611,0.001099801,0.0004477676,0.00155465,0.002166236,0.0006594949,0.007541693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004592019,"about_ca_system_score_gemma":0.009453541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1264295,"about_ca_topic_score_gemma":0.2861044,"domain_scores_codex":[0.9994049,0.00004528494,0.00002308281,0.00009907396,0.0002792697,0.0001483798],"domain_scores_gemma":[0.9990126,0.00005512263,0.00005424786,0.00006104499,0.0005705022,0.0002465198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005987551,0.0001417449,0.01800428,0.0002550614,0.00001365418,0.0004973314,0.002270624,0.002973277,0.004557785,0.01241537,0.3037289,0.655082],"study_design_scores_gemma":[0.000007728029,0.00007196679,0.02295594,0.0002278277,0.000008795312,0.0001472846,0.003655492,0.003691069,0.001592136,0.001950606,0.9656682,0.00002288299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09214658,0.003239955,0.03054514,0.009230538,0.0008443693,0.002321375,0.005009787,0.002591005,0.8540713],"genre_scores_gemma":[0.3085682,0.004442469,0.03246536,0.000681545,0.0002195128,0.0004327778,0.005830548,0.000291555,0.6470681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1264295,"threshold_uncertainty_score":0.2513872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919677942600089,"score_gpt":0.3031343006854727,"score_spread":0.2739375212594718,"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."}}