{"id":"W7000905896","doi":"","title":"Growth and nutrient removal capacity of Chlorella vulgaris microalgae in high ammonia media","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Chlorella vulgaris; Ammonia; Sodium bicarbonate; Nutrient; Wastewater; Carbon dioxide; Biomass (ecology)","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":[0.0001504087,0.0003203019,0.000241412,0.0002492361,0.0002390832,0.0003206175,0.0001752327,0.0002175268,0.0004673657],"category_scores_gemma":[0.0001163279,0.0001476224,0.0002940384,0.0002484496,0.0001199698,0.0002361018,0.0003282139,0.0003196259,0.0002375386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058378,"about_ca_system_score_gemma":0.000249524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004842293,"about_ca_topic_score_gemma":0.004786843,"domain_scores_codex":[0.9998692,0.00001420127,0.00001347517,0.00002370087,0.00005068757,0.00002874368],"domain_scores_gemma":[0.9998984,0.00002102475,0.00001578479,0.000008654863,0.00003591092,0.00002028304],"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":[0.0001118093,0.00005104205,0.0005399783,0.00003248052,0.000003316911,0.00004024633,0.00003946395,0.0001147181,0.9978123,0.00001138086,0.00002029064,0.001222947],"study_design_scores_gemma":[0.00001383328,0.0009425912,0.02085478,0.00001076257,0.00002281346,0.00008876304,0.0001849554,0.0009349821,0.9757961,0.00002314361,0.001111442,0.00001575875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984255,0.0003495701,0.0001714275,0.00002859064,0.000006531888,0.000006545938,0.000106947,0.00000827338,0.0008965425],"genre_scores_gemma":[0.9947802,0.0006960965,0.0008385428,0.00004041583,0.000005137277,0.00002550176,0.000567722,0.000009565432,0.003036936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004842293,"threshold_uncertainty_score":0.009628177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015953933995896,"score_gpt":0.180626084988988,"score_spread":0.170466545649029,"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."}}