{"id":"W3184640248","doi":"10.3390/pr9081296","title":"CO2-Derived Carbon Capture Using Microalgae and Sodium Bicarbonate in a PhotoBioCREC Unit: Kinetic Modeling","year":2021,"lang":"en","type":"article","venue":"Processes","topic":"Algal biology and biofuel production","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Universidad de Costa Rica","keywords":"Chlorella vulgaris; Sodium bicarbonate; Bicarbonate; Chemistry; Carbon fibers; Total inorganic carbon; Photosynthesis; Sodium; Biofuel; Biomass (ecology); Carbon dioxide; Environmental chemistry; Inorganic chemistry; Botany; Organic chemistry; Materials science; Algae; Waste management; Ecology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002373348,0.0005211691,0.0007580207,0.0002667323,0.0003172422,0.0006997879,0.0008251475,0.001093427,0.001075436],"category_scores_gemma":[0.0002893454,0.000338262,0.0007520047,0.0004156496,0.0002455012,0.000675696,0.0002603656,0.0005049059,0.0003531272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114461,"about_ca_system_score_gemma":0.0008192093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03175219,"about_ca_topic_score_gemma":0.01485398,"domain_scores_codex":[0.9999324,0.000007426454,0.000004325241,0.0000211854,0.00001920897,0.0000155025],"domain_scores_gemma":[0.9998983,0.00005444217,0.00001108455,0.00000543624,0.00002254899,0.000008209496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003603915,0.0002758624,0.004153811,0.0004969332,0.00006742238,0.0002535878,0.0001058138,0.848943,0.1355135,0.002233136,0.0002446368,0.007351838],"study_design_scores_gemma":[0.00002818042,0.00008459452,0.0006405532,0.000004203034,0.00001428936,0.00002086408,0.00002208601,0.981312,0.01738941,0.0001302494,0.0003410776,0.00001248998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652612,0.0009220811,0.02640712,0.0002097778,0.00002827799,0.00009243318,0.0005192088,0.000131183,0.0064287],"genre_scores_gemma":[0.9916651,0.0007295455,0.005627648,0.0000251946,0.000003783839,0.00009391277,0.0001669874,0.00001732642,0.00167065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175219,"threshold_uncertainty_score":0.06313479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262147980911855,"score_gpt":0.2423350677449108,"score_spread":0.2161202696537253,"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."}}