{"id":"W3162443144","doi":"10.3997/2214-4609.202133080","title":"Low Carbon Foot-Print Reservoir Stimulation Technologies for Improved Oil Recovery","year":2021,"lang":"en","type":"article","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Oil production; Environmental science; Oil field; Geology","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":[0.0002441713,0.0002770133,0.0001961557,0.0005747338,0.0001726922,0.0006179826,0.000424605,0.0005303457,0.006561725],"category_scores_gemma":[0.0002731698,0.0001462493,0.0002875413,0.0003840709,0.0002306756,0.0006964527,0.0004021529,0.0006040391,0.001737971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004614279,"about_ca_system_score_gemma":0.0002676877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007489111,"about_ca_topic_score_gemma":0.001796056,"domain_scores_codex":[0.9996785,0.00001695722,0.00001334903,0.00002866514,0.0002325093,0.00003008669],"domain_scores_gemma":[0.999779,0.00006133608,0.00004188314,0.00001779906,0.00008408037,0.00001599452],"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":[0.0001086994,0.00006710919,0.0005558258,0.002576743,0.00002296667,0.0006918901,0.00008380085,0.004879633,0.772711,0.008792931,0.007034348,0.202475],"study_design_scores_gemma":[0.00001869676,0.0003802199,0.001704533,0.0001817222,0.00002911372,0.0005387316,0.00008248365,0.008387424,0.8348318,0.002531264,0.1512686,0.00004529194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3953068,0.09541924,0.2953568,0.004540908,0.002409089,0.0004930496,0.001587289,0.005210526,0.1996763],"genre_scores_gemma":[0.8720598,0.03103877,0.04884943,0.0006831352,0.0002324567,0.0001364226,0.0005506141,0.0002382902,0.04621119],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006561725,"threshold_uncertainty_score":0.02195114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000017034773724,"score_gpt":0.2463250445395603,"score_spread":0.226324874191823,"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."}}