{"id":"W2587604122","doi":"10.3968/8953","title":"Mechanisms and Application for Hydraulic Pulsed Cavitating Jet Generator","year":2016,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cavitation; Rate of penetration; Nozzle; Drilling; Jet (fluid); Drilling fluid; Materials science; Penetration (warfare); Mechanical engineering; Petroleum engineering; Mechanics; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000256466,0.0002604254,0.0002117618,0.0003141015,0.000157718,0.0003335397,0.0005640198,0.0004718762,0.001677113],"category_scores_gemma":[0.0004752693,0.000177643,0.0002134406,0.0002542403,0.0003326671,0.0006410665,0.0003803375,0.0002537204,0.0003419903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001983415,"about_ca_system_score_gemma":0.0002497263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002334689,"about_ca_topic_score_gemma":0.0001400364,"domain_scores_codex":[0.9997829,0.00002317272,0.00001449967,0.0000422661,0.0001026642,0.00003461189],"domain_scores_gemma":[0.9997663,0.00006881535,0.00004409271,0.00002199913,0.00007718877,0.00002155023],"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":[0.0002142302,0.00005519828,0.002822346,0.0005518231,0.00001900069,0.001071237,0.0001565474,0.006455306,0.8754658,0.006330803,0.001562459,0.1052953],"study_design_scores_gemma":[0.000165304,0.001202982,0.004855372,0.00004976042,0.00006215878,0.004299873,0.000125741,0.1290476,0.8241883,0.003977997,0.03193079,0.00009417759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5078554,0.007294411,0.4590917,0.001305181,0.000378897,0.0003707785,0.0001709077,0.002700648,0.02083214],"genre_scores_gemma":[0.9755191,0.0009123076,0.02035453,0.00009130383,0.00005337939,0.00005595516,0.00004741612,0.00002989311,0.002936119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001677113,"threshold_uncertainty_score":0.005610526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003950566212598,"score_gpt":0.2359086969580299,"score_spread":0.2258691912959039,"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."}}