{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008019898,0.0004071809,0.002045427,0.00009355909,0.00003612217,0.000005916374,0.0002137756,0.000434679,0.0003259336],"category_scores_gemma":[0.0001781089,0.0002463265,0.0002642,0.0003032295,0.0001541863,0.0001016985,0.00009498843,0.0002525266,0.0001525359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009569166,"about_ca_system_score_gemma":0.00003527852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005636613,"about_ca_topic_score_gemma":0.000004733018,"domain_scores_codex":[0.9974492,0.0005257227,0.001193743,0.0005150709,0.00008937874,0.0002268423],"domain_scores_gemma":[0.9986317,0.00004982419,0.0007777474,0.0004473937,0.00004453782,0.00004875798],"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":[0.00000568918,0.00003208812,0.00001446403,0.1027197,0.00003937852,9.916464e-7,0.00004129878,9.73319e-9,0.0004803597,0.00004363826,0.002617849,0.8940045],"study_design_scores_gemma":[0.000173841,0.00002575258,8.075554e-7,0.0925111,0.0002025271,0.00001937058,0.000002114719,5.046714e-7,0.0008920625,0.000009026859,0.9059097,0.0002531513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006454242,0.9977773,0.000001216558,0.0001144367,0.0001498319,0.001274391,0.0000194751,0.00001898566,0.0005797922],"genre_scores_gemma":[0.00002455237,0.9980496,0.00004276335,0.0001046423,0.0001220947,0.0001314879,0.0005048843,0.00003381527,0.0009862098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9032919,"threshold_uncertainty_score":0.9999989,"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."}}