{"id":"W1509519054","doi":"10.2172/807158","title":"DETECTION OF UNAUTHORIZED CONSTRUCTION EQUIPMENT IN PIPELINE RIGHT-OF-WAYS","year":2002,"lang":"en","type":"report","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Pipeline transport; Pipeline (software); Electronics; Engineering; Warning system; Key (lock); Quarter (Canadian coin); Computer security; Computer science; Forensic engineering; Construction engineering; Electrical engineering; Telecommunications; Mechanical engineering; Waste management","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":[0.0003320755,0.0002656127,0.000237818,0.001199313,0.0003950174,0.000410169,0.0004662139,0.0005381035,0.00391572],"category_scores_gemma":[0.002753867,0.000228403,0.000174114,0.0004409067,0.000552504,0.0009713502,0.0006507973,0.0003489903,0.001080257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003178319,"about_ca_system_score_gemma":0.0004574408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450272,"about_ca_topic_score_gemma":0.003253091,"domain_scores_codex":[0.9984485,0.0001040379,0.0000455697,0.0001494405,0.001075182,0.0001773265],"domain_scores_gemma":[0.9975889,0.0003925497,0.0006046493,0.0004491211,0.000835599,0.0001293301],"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":[0.0005605764,0.0003779138,0.296046,0.000284218,0.00004488374,0.002389498,0.001437906,0.003909636,0.4502488,0.002953412,0.006823294,0.2349239],"study_design_scores_gemma":[0.00003952684,0.0008878972,0.2076392,0.00006817833,0.00003938284,0.005339547,0.001188304,0.02759261,0.7328294,0.0013653,0.02291658,0.00009421288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9536975,0.0001841495,0.03285906,0.000252164,0.00005355107,0.0001026847,0.0002615238,0.0006797679,0.01190952],"genre_scores_gemma":[0.9787451,0.0001148958,0.01444922,0.00004144164,0.000005192652,0.00002486585,0.0002810181,0.000027389,0.006310719],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00391572,"threshold_uncertainty_score":0.01309943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768424713972096,"score_gpt":0.2525053500732087,"score_spread":0.2248211029334877,"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."}}