{"id":"W7000952919","doi":"","title":"HORIZONTAL WELL STIMULATION IMPROVEMENT WITH FLUID PULSE TECHNOLOGY","year":2013,"lang":"ru","type":"other","venue":"SibFU Digital Repository (Siberian Federal University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Well stimulation; Shock (circulatory); Shock wave; Crevasse; Wavefront; Natural gas field; Scale (ratio)","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":[0.0002126173,0.0005006634,0.0003911818,0.00112682,0.000404743,0.001093802,0.0006185409,0.0005813465,0.01332189],"category_scores_gemma":[0.0003807982,0.0002314334,0.0004829887,0.0009015825,0.0003421269,0.001535066,0.0008164202,0.0005015167,0.002859555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005965204,"about_ca_system_score_gemma":0.0003633235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006819278,"about_ca_topic_score_gemma":0.0009716187,"domain_scores_codex":[0.999734,0.00001631661,0.00001380357,0.00004902222,0.0001465781,0.00004031008],"domain_scores_gemma":[0.99979,0.00003731661,0.00003045917,0.00002830955,0.00008990135,0.00002398635],"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":[0.0003188443,0.0003334018,0.00154111,0.0007748402,0.00003608574,0.000491465,0.0002419486,0.005013498,0.7021036,0.009103136,0.007983004,0.2720592],"study_design_scores_gemma":[0.00008636575,0.0008566288,0.002826663,0.00007417185,0.0001090462,0.0005514587,0.0002623874,0.02988794,0.891777,0.003825395,0.06966917,0.00007378411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3828943,0.01331796,0.4810418,0.001739344,0.001454541,0.0005360115,0.001233023,0.009246353,0.1085365],"genre_scores_gemma":[0.8958251,0.003650158,0.06285021,0.0003472861,0.0001385858,0.0001931317,0.0004396711,0.0003179427,0.03623795],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01332189,"threshold_uncertainty_score":0.04456621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003902462324127392,"score_gpt":0.1671554140459647,"score_spread":0.1632529517218373,"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."}}