{"id":"W4384704243","doi":"10.37871/jbres1774","title":"Strategy for Climate Crisis: Introducing Innovative System for CO2 Fixation and Storage","year":2023,"lang":"en","type":"article","venue":"Journal of Biomedical Research & Environmental Sciences","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electrolysis; Renewable energy; Process engineering; Electricity; Energy storage; Environmental science; Carbon fixation; Carbon fibers; Waste management; Computer science; Carbon dioxide; Chemistry; Power (physics); Engineering; Electrical engineering; Electrode; Thermodynamics","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":[0.004465531,0.00008300159,0.0001757612,0.0005548637,0.0001288655,0.00007790956,0.0002702264,0.00008376281,0.000006268896],"category_scores_gemma":[0.0004805348,0.00006177756,0.00003935279,0.000854128,0.0007177828,0.0002247224,0.0001015759,0.0002366995,0.000003228282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629181,"about_ca_system_score_gemma":0.00003711741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002701942,"about_ca_topic_score_gemma":9.577485e-7,"domain_scores_codex":[0.9982606,0.00003655609,0.0003351,0.0001655304,0.000781564,0.0004206894],"domain_scores_gemma":[0.9992256,0.0004708677,0.00008274776,0.00007600174,0.00003984397,0.0001049787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001742948,0.0000925444,0.0007808383,0.001006059,0.0001399049,0.00006336224,0.001073925,0.007575891,0.8566413,0.002791598,0.04266061,0.0869997],"study_design_scores_gemma":[0.006707773,0.01330216,0.0395542,0.001381628,0.00009913441,0.0004087281,0.2645148,0.3854826,0.2263122,0.01133082,0.04952783,0.00137813],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937792,0.0006492762,0.003396973,0.001371916,0.0002650249,0.0003441063,0.0000617423,0.00008359281,0.00004821295],"genre_scores_gemma":[0.9979852,0.0004579248,0.00133551,0.000006867966,0.0001596657,0.00003308117,0.000005086379,0.000009629946,0.000006977499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6303291,"threshold_uncertainty_score":0.2644701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172801792420618,"score_gpt":0.3415268313444089,"score_spread":0.2897988134202027,"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."}}