{"id":"W2147773671","doi":"10.51847/ok6eiji","title":"10.51847/Ok6eiji","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Algal biology and biofuel production","field":"Energy","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioremediation; Environmental science; Wastewater; Hazardous waste; Environmental chemistry; Biomass (ecology); Pollution; Pollutant; Waste management; Biochemical engineering; Environmental engineering; Chemistry; Contamination; Ecology; Biology; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041836,0.001061297,0.0005092616,0.001404936,0.001272644,0.002053883,0.0008343776,0.001921106,0.9127848],"category_scores_gemma":[0.000612735,0.0003828382,0.0005079861,0.00140759,0.0004105776,0.001859766,0.001599901,0.001125864,0.9178774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006086358,"about_ca_system_score_gemma":0.000632749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307636,"about_ca_topic_score_gemma":0.002667039,"domain_scores_codex":[0.9997646,0.00001612069,0.00001842808,0.00007165725,0.0000757515,0.00005329453],"domain_scores_gemma":[0.9994389,0.00008358575,0.00003478462,0.00007226558,0.0001992054,0.0001711469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003009189,0.0002518877,0.001687056,0.0003909378,0.00002480576,0.0003633052,0.0001438471,0.0003168706,0.008299964,0.005296089,0.1426814,0.8402429],"study_design_scores_gemma":[0.00003053999,0.00004856713,0.00190356,0.0001404087,0.00002033221,0.0004143303,0.0001081416,0.0002857412,0.001542186,0.0009322694,0.9945574,0.00001648078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003474513,0.00159165,0.003845074,0.0009726695,0.001067431,0.00007846418,0.001239925,0.00144804,0.9862822],"genre_scores_gemma":[0.004846094,0.0005873814,0.001786452,0.0003810613,0.00008179845,0.00004080578,0.0009978395,0.0001757572,0.9911028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08721524,"threshold_uncertainty_score":0.124402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111242296038154,"score_gpt":0.1829957403564043,"score_spread":0.1758844980603661,"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."}}