{"id":"W1965143756","doi":"10.1016/j.egypro.2011.02.515","title":"Experimental study on a single cement-fracture using CO2 rich brine","year":2011,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates","funders":"Office of Science","keywords":"Cement; Brine; Porosity; Geotechnical engineering; Materials science; Aquifer; Petroleum engineering; Wellbore; Saturation (graph theory); Environmental science; Geology; Composite material; Groundwater; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004749876,0.0002186832,0.0001604729,0.0000780697,0.00004993652,0.00002312076,0.0001287402,0.00006185825,0.00007867238],"category_scores_gemma":[0.00000737931,0.0002187618,0.00003577012,0.0001504776,0.000010313,0.00009162596,0.00002903246,0.0001175271,0.00001767194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008517117,"about_ca_system_score_gemma":0.000007349069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005363704,"about_ca_topic_score_gemma":0.000004225846,"domain_scores_codex":[0.9991668,0.000007729204,0.0001686558,0.0002066324,0.00016469,0.0002854458],"domain_scores_gemma":[0.9996642,0.00001153134,0.00002170172,0.0001966068,0.0000174627,0.00008853542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005895422,0.00217042,0.00192422,0.00007099711,0.0002912565,0.0001098061,0.0104558,0.8662696,0.1154289,0.0004661726,0.001289429,0.001464374],"study_design_scores_gemma":[0.000970966,0.0006743593,0.0008419868,0.00006627259,0.00003775536,0.00001696423,0.000999658,0.07598647,0.9146101,0.00002924155,0.005120693,0.0006454787],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798126,0.0003505825,0.009379203,0.000002135515,0.0005716669,0.00009365725,0.000001512612,0.0005552021,0.009233436],"genre_scores_gemma":[0.9987409,0.000003932966,0.0007271286,0.00004526435,0.00024143,0.00002244094,0.000005037028,0.00007249065,0.0001413602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7991812,"threshold_uncertainty_score":0.8920845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914956694033988,"score_gpt":0.2153396107810413,"score_spread":0.1861900438407015,"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."}}