{"id":"W2500209307","doi":"10.1002/cben.201600008","title":"Cultivation of Microalgae in Municipal Wastewater and Conversion by Hydrothermal Carbonization: A Review","year":2016,"lang":"en","type":"review","venue":"ChemBioEng Reviews","topic":"Algal biology and biofuel production","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrothermal carbonization; Wastewater; Biomass (ecology); Biochar; Environmental science; Carbonization; Waste management; Sewage treatment; Resource recovery; Phosphorus; Pulp and paper industry; Environmental engineering; Adsorption; Chemistry; Ecology; Biology; Engineering; Pyrolysis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003851777,0.0009408973,0.001064311,0.002433423,0.0002433331,0.0008326402,0.0005382767,0.0006516712,0.002032557],"category_scores_gemma":[0.0003889634,0.0003310538,0.0004922335,0.003461477,0.000226712,0.0009509515,0.0004567883,0.0007053995,0.0012173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481861,"about_ca_system_score_gemma":0.0006748404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009621007,"about_ca_topic_score_gemma":0.001374315,"domain_scores_codex":[0.9998373,0.00001478057,0.00002131681,0.0000375873,0.00007099656,0.00001790111],"domain_scores_gemma":[0.999754,0.00009536752,0.00004894276,0.000007345332,0.00007161331,0.00002268701],"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":[0.00007584962,0.000155698,0.0004047067,0.03937506,0.0001443847,0.000326439,0.00008657541,0.001006162,0.01301106,0.003476901,0.01507739,0.9268597],"study_design_scores_gemma":[0.00001238026,0.0001844413,0.001471771,0.004087671,0.0001931355,0.001003395,0.00009427487,0.0003144111,0.005269912,0.001503651,0.9858257,0.0000391542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005484674,0.9977838,0.0003013833,0.0001212249,0.0001248342,0.000005071524,0.00002368651,0.000008115107,0.001083454],"genre_scores_gemma":[0.001896053,0.9970913,0.0003353946,0.00005936395,0.00006648624,0.000005746904,0.00003248558,0.000001839833,0.0005113019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002433423,"threshold_uncertainty_score":0.006799579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094973725332088,"score_gpt":0.291275363382024,"score_spread":0.2603256261287031,"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."}}