{"id":"W2765912155","doi":"10.1089/ind.2017.0006","title":"Mixotrophic Cultivation of an Algae-Bacteria Consortium in Aluminium Smelter Wastewaters (Quebec, Canada): High Nitrogen Concentration Increases Overall Lipid Production","year":2017,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rio Tinto (Canada); Université du Québec à Trois-Rivières","funders":"","keywords":"Mixotroph; Productivity; Nutrient; Biomass (ecology); Algae; Nitrogen; Pulp and paper industry; Environmental science; Phosphorus; Phosphate; Food science; Chemistry; Environmental chemistry; Heterotroph; Biology; Botany; Agronomy; Bacteria; Ecology; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009304229,0.0007610499,0.0007070296,0.0005201485,0.0008944891,0.00106746,0.0006536813,0.0005350533,0.0007086297],"category_scores_gemma":[0.0003961971,0.0002876834,0.0006782328,0.0006831605,0.0002863431,0.0004098428,0.0009075734,0.0005221982,0.0003194039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449353,"about_ca_system_score_gemma":0.003535194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3476536,"about_ca_topic_score_gemma":0.5390162,"domain_scores_codex":[0.9992496,0.00008884059,0.00005765205,0.0001761673,0.000288022,0.0001396821],"domain_scores_gemma":[0.9996137,0.00003922349,0.00004398956,0.00002439596,0.0001836622,0.00009507527],"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":[0.000236504,0.0001232618,0.002485035,0.000094737,0.00001933823,0.00009903926,0.00007578324,0.0003387364,0.9932777,0.00002363741,0.00008850947,0.003137703],"study_design_scores_gemma":[0.00009987365,0.002434792,0.05087145,0.00004550007,0.0001098426,0.0002620982,0.0005286282,0.005345475,0.9365707,0.00004200988,0.0036371,0.0000525146],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966779,0.0003349756,0.001270786,0.00009954665,0.00001931757,0.0001011336,0.0003127427,0.0000334443,0.001150088],"genre_scores_gemma":[0.9755412,0.0008171545,0.01300821,0.000149007,0.00001166406,0.0001291933,0.001144818,0.00002966681,0.00916902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6523464,"threshold_uncertainty_score":0.6912601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102361695087422,"score_gpt":0.2285790813992981,"score_spread":0.2075554644484239,"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."}}