{"id":"W2385048098","doi":"","title":"ANALYSIS OF EXTERNAL FAULT ALARM FOR CANRIG TOP DRIVE","year":2008,"lang":"en","type":"article","venue":"Drilling & Production Technology","topic":"Power Systems and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ALARM; Fault (geology); Engineering; Governor; Oil pressure; Busbar; Automotive engineering; Electrical engineering; Control theory (sociology); Control engineering; Control (management); Computer science; Mechanical engineering; Artificial intelligence","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":[0.0001042844,0.0001408606,0.0003956686,0.001196077,0.00008706655,0.000004356749,0.0002153099,0.0002572173,0.000007561137],"category_scores_gemma":[0.0001286131,0.0001400645,0.0001236766,0.00141597,0.0001596236,0.00006774818,0.0000301458,0.0001636471,0.000004049782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005875671,"about_ca_system_score_gemma":0.00001305384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003297713,"about_ca_topic_score_gemma":0.00003286541,"domain_scores_codex":[0.9990213,0.000005041434,0.0003356511,0.0002904609,0.0001017123,0.0002458157],"domain_scores_gemma":[0.9992578,0.00001570293,0.00009523472,0.000470099,0.0001425128,0.00001862324],"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":[0.00005031845,0.0002074009,0.1093748,0.0004173001,0.004373902,0.00003479538,0.001743921,0.1916097,0.5496644,0.02278848,0.004411177,0.1153238],"study_design_scores_gemma":[0.0002572988,0.0001166277,0.001902009,0.00004145586,0.0003447139,0.00008401372,0.0003846188,0.01831062,0.9488379,0.00185498,0.02751846,0.0003472655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760088,0.001193833,0.1197087,0.0002591225,0.0009178247,0.0002417853,0.00001327668,0.001553158,0.0001034949],"genre_scores_gemma":[0.9934175,0.000316517,0.005869451,0.000003633846,0.00008526492,0.00008599439,0.000007934808,0.00002145164,0.0001922359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991735,"threshold_uncertainty_score":0.5711665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182706094601803,"score_gpt":0.2224893159796034,"score_spread":0.2106622550335854,"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."}}