{"id":"W2950554981","doi":"10.3968/10997","title":"Study on the Affection of Drilling Tools’ Abrasion to the Regular Pattern of Tensile Strength","year":2019,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drilling; Measurement while drilling; Petroleum engineering; Rate of penetration; Drilling engineering; Drilling fluid; Engineering; Mechanical engineering","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":[0.0003351414,0.0002530593,0.0001918781,0.0009447105,0.0001571837,0.0003128767,0.0002578316,0.0003307573,0.001151416],"category_scores_gemma":[0.001954676,0.0001501241,0.0002632127,0.0005165036,0.0002704273,0.0004902537,0.0001509381,0.0002481944,0.0002371602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091055,"about_ca_system_score_gemma":0.00009129677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008817263,"about_ca_topic_score_gemma":0.001027749,"domain_scores_codex":[0.9995826,0.00004134736,0.00003424445,0.00008400591,0.0002028679,0.00005502652],"domain_scores_gemma":[0.9978682,0.0006103165,0.0003934788,0.0001584541,0.000869676,0.00009985734],"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":[0.0006961979,0.0001632023,0.124218,0.0003007675,0.0000791526,0.00113545,0.0006950101,0.004017368,0.8016274,0.0003615742,0.0004959509,0.06620996],"study_design_scores_gemma":[0.00001982953,0.001448189,0.6272528,0.00003590855,0.0001665349,0.002075596,0.00150954,0.02256265,0.3411618,0.000470744,0.003194743,0.0001016691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995968,0.0003605934,0.002544338,0.00001653065,0.00002101164,0.000008562715,0.00007809415,0.00003415969,0.000968753],"genre_scores_gemma":[0.998806,0.0001098866,0.0004888286,0.000008396614,0.000004686881,0.000003751282,0.00004928506,0.000008221779,0.000521085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151416,"threshold_uncertainty_score":0.003851831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699937376395933,"score_gpt":0.2236795359669278,"score_spread":0.2066801622029685,"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."}}