{"id":"W4236245066","doi":"10.2172/803734","title":"DETECTION OF UNAUTHORIZED CONSTRUCTION EQUIPMENT IN PIPELINE RIGHT-OF-WAYS","year":2002,"lang":"en","type":"report","venue":"","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Hazardous waste; Pipeline (software); Pipeline transport; Quarter (Canadian coin); Computer security; Engineering; Warning system; Electronics; Key (lock); Computer science; Forensic engineering; Electrical engineering; Telecommunications; Mechanical engineering; Waste management; Geography","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":[0.0004048887,0.0003080895,0.0002405837,0.00140702,0.0003836691,0.0004783924,0.0005686574,0.0005629435,0.004155966],"category_scores_gemma":[0.004064976,0.0002690099,0.0002021582,0.0005586449,0.000505519,0.001139718,0.000737282,0.0003520902,0.001422378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355273,"about_ca_system_score_gemma":0.0005583192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496746,"about_ca_topic_score_gemma":0.002790188,"domain_scores_codex":[0.9978247,0.0001567752,0.00007922763,0.0002232421,0.001522947,0.000193152],"domain_scores_gemma":[0.9961514,0.0006885239,0.0009851698,0.000769494,0.001257292,0.0001480723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005514003,0.0004918755,0.2808277,0.0003475676,0.00005174939,0.002351123,0.001293068,0.005575698,0.3556461,0.003781693,0.00872264,0.3403594],"study_design_scores_gemma":[0.00004297996,0.0008083378,0.1771373,0.00007951347,0.00004646613,0.006624904,0.0009624599,0.04435387,0.7442836,0.001604403,0.02395718,0.00009904429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9149428,0.0002182622,0.06452606,0.0002815363,0.00006689855,0.0001836782,0.0004322351,0.001210843,0.01813772],"genre_scores_gemma":[0.9672872,0.0001564854,0.02370984,0.00004613275,0.000007325755,0.0000379658,0.0004690576,0.00004261524,0.008243292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004155966,"threshold_uncertainty_score":0.01390308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06626578941941655,"score_gpt":0.2985054170920641,"score_spread":0.2322396276726476,"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."}}