{"id":"W3211208129","doi":"10.1093/ce/zkab027","title":"Methodology for the economic evaluation of CO2 derived materials","year":2021,"lang":"en","type":"article","venue":"Clean Energy","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada's Oil Sands Innovation Alliance","keywords":"Competition (biology); Alliance; Value (mathematics); Set (abstract data type); Environmental economics; Industrial organization; Business; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00102006,0.00006303457,0.0001438929,0.00002684401,0.00002290726,0.00001058618,0.00007795498,0.00005115236,0.0002091517],"category_scores_gemma":[0.0002117846,0.00005405571,0.00004546835,0.00003804085,0.00001481521,0.00002712463,0.00001314196,0.00002134369,0.000001624668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004869816,"about_ca_system_score_gemma":0.00003448614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001885715,"about_ca_topic_score_gemma":0.00002467663,"domain_scores_codex":[0.9993924,0.0001900322,0.0001806231,0.00008206315,0.00006012615,0.00009474118],"domain_scores_gemma":[0.9990333,0.0006433566,0.00002553233,0.0002019456,0.00007798414,0.00001793122],"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":[0.00000453103,0.000001186537,0.000001722383,0.00001465591,0.000041397,9.98242e-8,0.00003684532,0.8632104,0.1115751,0.003147254,0.0001678465,0.02179892],"study_design_scores_gemma":[0.0002357279,0.000004980529,0.000225402,0.000002956379,0.00002756875,0.000001190939,0.00004139754,0.4574047,0.5376272,0.0008995312,0.003488443,0.00004083613],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4888746,0.0003761504,0.5095907,0.00003013985,0.000716186,0.00004553178,0.000009511695,0.00004048012,0.000316721],"genre_scores_gemma":[0.9690185,0.00009352427,0.03056772,0.00001525555,0.0001417308,0.00004046909,0.00002303724,0.00002232044,0.00007739379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.480144,"threshold_uncertainty_score":0.2290064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128853553042355,"score_gpt":0.3444140511643737,"score_spread":0.2315286958601382,"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."}}