{"id":"W3036487752","doi":"10.24908/iqurcp.14028","title":"The Future of Fracking: Zeolites","year":2020,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen sulfide; Methane; Natural gas; Hydraulic fracturing; Environmental science; Hydrogen; Zeolite; Molecular sieve; Acid gas; Sulfide; Chemistry; Waste management; Petroleum engineering; Inorganic chemistry; Geology; Engineering; Sulfur; Catalysis; Organic chemistry","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":[0.001065798,0.0003038412,0.0003683667,0.0004034583,0.0004241797,0.001263922,0.0006231433,0.001714039,0.008516089],"category_scores_gemma":[0.0008183164,0.0001754509,0.0002927126,0.0004736087,0.001041672,0.002181728,0.0006568531,0.001068696,0.002688208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119446,"about_ca_system_score_gemma":0.0006570926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843587,"about_ca_topic_score_gemma":0.00220579,"domain_scores_codex":[0.9997409,0.0000492791,0.00000824374,0.0000377316,0.00008499914,0.0000788681],"domain_scores_gemma":[0.9996527,0.00009282247,0.00003521884,0.0000340247,0.0001062053,0.0000789949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000642401,0.0002886364,0.001558266,0.00237062,0.00006661411,0.0003421058,0.0004039974,0.003469579,0.06665005,0.1918002,0.06802753,0.66438],"study_design_scores_gemma":[0.00004253805,0.0005511642,0.001641773,0.0002795446,0.00001859871,0.0003139658,0.0002818785,0.001330124,0.01729023,0.03808773,0.940119,0.00004348739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.05440878,0.8208368,0.009601446,0.04423033,0.00277558,0.00004553224,0.0004383519,0.0004380669,0.06722514],"genre_scores_gemma":[0.4252247,0.4694432,0.01783131,0.01011852,0.001828479,0.00007261709,0.0004759165,0.0001182985,0.07488696],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008516089,"threshold_uncertainty_score":0.02848923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483248568659832,"score_gpt":0.3068753627887141,"score_spread":0.2585505059227309,"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."}}