{"id":"W4388676000","doi":"10.5376/jeb.2023.14.0003","title":"Algae Bioenergy: A New Power Source for Sustainable Development","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Bioscience","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioenergy; Fossil fuel; Algae; Biofuel; Biomass (ecology); Environmental science; Raw material; Algae fuel; Carbon dioxide; Waste management; Ecology; Engineering; Chemistry; Biology; Biodiesel","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":[0.0002561854,0.0004315282,0.0005285348,0.001030906,0.000647203,0.001890239,0.0004589298,0.0009295403,0.007921013],"category_scores_gemma":[0.000178534,0.0001531243,0.000384982,0.001587498,0.0006742609,0.002383896,0.001211,0.001620933,0.002729997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00076865,"about_ca_system_score_gemma":0.001271461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006975476,"about_ca_topic_score_gemma":0.001056454,"domain_scores_codex":[0.9997938,0.00002217068,0.00001160289,0.00004041238,0.0001087633,0.00002319095],"domain_scores_gemma":[0.9998981,0.00001796238,0.00001385478,0.000006857496,0.00004316129,0.00002006543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001016722,0.0001049985,0.001021939,0.006818378,0.00008511308,0.0007019191,0.0002815881,0.001134141,0.06898084,0.1625161,0.06440149,0.6938519],"study_design_scores_gemma":[0.0000039499,0.00003730815,0.0003098013,0.0004743862,0.00002238513,0.0003049648,0.0001630997,0.0003082143,0.0069615,0.02161499,0.9697823,0.00001710232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008407185,0.8411778,0.02500359,0.01577361,0.004856774,0.00005985476,0.0004440041,0.0003468549,0.1039303],"genre_scores_gemma":[0.06525146,0.8758994,0.01272858,0.002708836,0.001836251,0.00007230219,0.0004414641,0.00007874343,0.04098298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007921013,"threshold_uncertainty_score":0.02649844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645975793551406,"score_gpt":0.2464391249265686,"score_spread":0.2299793669910546,"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."}}