{"id":"W3096124896","doi":"10.14288/1.0394832","title":"Conversion of CO₂ and saline water to value-added chemicals and desalinated water","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Saline water; Produced water; Environmental science; Value (mathematics); Saline; Waste management; Chemistry; Pulp and paper industry; Environmental engineering; Salinity; Engineering; Geology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373871,0.0004798096,0.0005283593,0.0003686418,0.000165975,0.0007082107,0.000675249,0.0005996799,0.000901726],"category_scores_gemma":[0.000368173,0.0003252287,0.0003831658,0.0003728051,0.0002748281,0.0006907218,0.0005426233,0.000865955,0.0004081394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004132907,"about_ca_system_score_gemma":0.0003407997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006676631,"about_ca_topic_score_gemma":0.001421385,"domain_scores_codex":[0.9995421,0.00003469872,0.00003836658,0.0001273951,0.0002072739,0.00005015622],"domain_scores_gemma":[0.9998156,0.00002765028,0.00003831937,0.00001737167,0.00007942184,0.00002158593],"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":[0.00003190714,0.000009051872,0.00008483938,0.00006306989,0.000004853031,0.00003243325,0.00002415435,0.00004922781,0.996461,0.000107928,0.00002655687,0.003104934],"study_design_scores_gemma":[0.000001763785,0.00002683375,0.0001490256,0.000001288738,0.000002735939,0.00002683772,0.000007941654,0.0001847613,0.9987175,0.00001197936,0.0008667372,0.000002564315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103598,0.003349029,0.07937469,0.0002695195,0.0002465961,0.0002796873,0.0006133768,0.0005170584,0.004990196],"genre_scores_gemma":[0.9185101,0.001961937,0.07085092,0.0001602862,0.00003033411,0.0001325283,0.0004275065,0.00005490681,0.007871372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000901726,"threshold_uncertainty_score":0.003016591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007020101036021851,"score_gpt":0.1508987004912009,"score_spread":0.143878599455179,"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."}}