{"id":"W2337499572","doi":"10.3968/8267","title":"Research on a New Latex Anti-Gas Channeling Cement Slurry System","year":2016,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slurry; Cement; Cementation (geology); Materials science; Thickening; Current (fluid); Engineering; Waste management; Petroleum engineering; Composite material; Polymer science","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":[0.0003926539,0.0002617652,0.0005040257,0.0005285532,0.0002893451,0.0005923649,0.0004675805,0.0004223562,0.001247878],"category_scores_gemma":[0.0003513589,0.0001690561,0.0003720449,0.0003929306,0.0002521035,0.001110771,0.0003302383,0.0004113147,0.0004485409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004660288,"about_ca_system_score_gemma":0.0005827516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168137,"about_ca_topic_score_gemma":0.001287447,"domain_scores_codex":[0.9995965,0.00003548322,0.00002934962,0.00008951518,0.0002109271,0.00003828329],"domain_scores_gemma":[0.9998102,0.00001813805,0.00003165882,0.0000147632,0.00008882856,0.00003648759],"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":[0.0001408942,0.0001491841,0.0008732059,0.0004782107,0.0000222121,0.0001130452,0.00007277459,0.0008723843,0.9703941,0.001175902,0.0003779017,0.0253302],"study_design_scores_gemma":[0.0001594171,0.003442341,0.004383923,0.00003171681,0.0001590933,0.0004744689,0.0001269094,0.02384335,0.9366146,0.0003492146,0.03035796,0.0000569184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244821,0.008011215,0.05662145,0.0006484438,0.0004175916,0.0002810481,0.0001958099,0.0006840971,0.008658279],"genre_scores_gemma":[0.9585178,0.00277582,0.03231334,0.0001890621,0.00008407175,0.00007873536,0.0002360875,0.00003796675,0.005767031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247878,"threshold_uncertainty_score":0.00417459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919005948979414,"score_gpt":0.2795285911062713,"score_spread":0.2403385316164772,"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."}}