{"id":"W3081740807","doi":"10.18331/brj2020.7.3.3","title":"Sustainable carbon capture via halophilic and alkaliphilic cyanobacteria: the role of light and bicarbonate","year":2020,"lang":"en","type":"article","venue":"Biofuel Research Journal","topic":"Algal biology and biofuel production","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Bicarbonate; Photosynthesis; Biomass (ecology); Halophile; Cyanobacteria; Biogas; Light intensity; Photobioreactor; Carbon dioxide; Carbonate; Pulp and paper industry; Algae; Biofuel; Carbon fibers; Spirulina (dietary supplement); Photosynthetic efficiency; Chemistry; Botany; Biology; Materials science; Ecology; Bacteria; Raw material","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":[0.0002290077,0.0005601064,0.0003007571,0.000204312,0.0001987134,0.0004055353,0.000243643,0.0004345083,0.000304701],"category_scores_gemma":[0.00008216263,0.0001325583,0.0003603868,0.000227794,0.0002137552,0.0004752344,0.0005026864,0.0003251353,0.000107878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268338,"about_ca_system_score_gemma":0.0004353348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179227,"about_ca_topic_score_gemma":0.002891966,"domain_scores_codex":[0.9998873,0.0000136728,0.000007404713,0.00002275359,0.00004185525,0.00002703058],"domain_scores_gemma":[0.9999642,0.000005175665,0.000006542616,0.000002914454,0.00001022097,0.00001081321],"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":[0.00003400251,0.00001302728,0.0002966316,0.00004388936,0.000003638474,0.00002841119,0.000007642204,0.0001465742,0.9977649,0.00006333221,0.00001250792,0.001585353],"study_design_scores_gemma":[0.0000206197,0.0001887951,0.003285001,0.000008921457,0.00002028311,0.00006236041,0.00005502374,0.004239971,0.9911032,0.00009599798,0.0009064302,0.00001324273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936286,0.001813309,0.002943281,0.0001720909,0.00001899906,0.0000190996,0.00009147834,0.00003256725,0.001280609],"genre_scores_gemma":[0.9961414,0.0009674195,0.002254299,0.00004300913,0.000004957782,0.00001359698,0.00006357957,0.000004906602,0.0005068464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00179227,"threshold_uncertainty_score":0.003563643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000859891922033,"score_gpt":0.263413385235778,"score_spread":0.2434047863165576,"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."}}