{"id":"W4389002289","doi":"10.2118/217422-ms","title":"Biomineralization – A New Solution for Surface Casing Vent Flow","year":2023,"lang":"en","type":"article","venue":"","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Casing; Petroleum engineering; Annulus (botany); Drilling; Geology; Wellbore; Clogging; Lost circulation; Geotechnical engineering; Drilling fluid; Mining engineering; Environmental science; Engineering; Materials science; Mechanical engineering; Composite material; Archaeology","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":[0.0005673924,0.000505725,0.0003415159,0.0008035023,0.0006400174,0.001376333,0.0009960035,0.001171791,0.002850506],"category_scores_gemma":[0.0005386028,0.0003188988,0.0003835403,0.0003984574,0.0009850023,0.001323319,0.0008743239,0.00136258,0.0006236623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024674,"about_ca_system_score_gemma":0.001296204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102241,"about_ca_topic_score_gemma":0.005934531,"domain_scores_codex":[0.9993851,0.0000502576,0.00002211825,0.0001072317,0.0003657439,0.00006943338],"domain_scores_gemma":[0.999645,0.00005912101,0.00006981262,0.00003156189,0.0001450164,0.00004945638],"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":[0.00007099289,0.0001504505,0.0006292408,0.000383244,0.00001329564,0.0002838629,0.0001911399,0.001273132,0.8859205,0.00833071,0.001802164,0.1009514],"study_design_scores_gemma":[0.00006770942,0.0009766746,0.001809065,0.0001056913,0.00003870245,0.001090051,0.0004059043,0.01216261,0.8078064,0.003745485,0.1717226,0.00006920255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4359341,0.0297753,0.4630595,0.01162442,0.001995729,0.001036466,0.0003223008,0.003645797,0.05260631],"genre_scores_gemma":[0.7066358,0.008503185,0.2588408,0.001397578,0.0003776612,0.0002252493,0.0002064953,0.0001842635,0.02362915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003102241,"threshold_uncertainty_score":0.009535909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06229943638997741,"score_gpt":0.329994288973824,"score_spread":0.2676948525838466,"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."}}