{"id":"W2969422986","doi":"10.1504/ijgw.2019.10023358","title":"Bioremediation of minkery wastewater and astaxanthin production by <i>Haematococcus pluvialis</i>","year":2019,"lang":"en","type":"article","venue":"International Journal of Global Warming","topic":"Algal biology and biofuel production","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Haematococcus pluvialis; Pluvialis; Astaxanthin; Wastewater; Chemistry; Biomass (ecology); Food science; Pulp and paper industry; Nitrogen; Botany; Biology; Environmental engineering; Environmental science; Agronomy; Organic chemistry; Carotenoid","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":[0.0002215186,0.0008330747,0.0004943487,0.000250642,0.0001816861,0.0004772102,0.0003497957,0.0003186031,0.0003684317],"category_scores_gemma":[0.0001258981,0.0001628041,0.000390871,0.0003519108,0.000160817,0.0002751007,0.0005148653,0.0005447727,0.000179801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298254,"about_ca_system_score_gemma":0.000390832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265828,"about_ca_topic_score_gemma":0.001637871,"domain_scores_codex":[0.9997538,0.00003905026,0.00003230685,0.0000524135,0.00007911259,0.00004338159],"domain_scores_gemma":[0.9999245,0.00001139338,0.00002461635,0.00000756213,0.00001348036,0.00001838464],"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":[0.00003668997,0.00002974757,0.0001601079,0.00002460144,0.000002776537,0.00002024491,0.000006777047,0.00005581682,0.9988304,0.00001045314,0.000006867141,0.0008156511],"study_design_scores_gemma":[0.000004343635,0.0002165835,0.001391054,0.000002289162,0.000008474412,0.00004245356,0.00001795522,0.0003986772,0.9976177,0.000007009639,0.0002898912,0.000003617687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944413,0.0002976394,0.004114469,0.00005343586,0.00001800988,0.00006820635,0.0002274241,0.0000829611,0.0006964204],"genre_scores_gemma":[0.9874026,0.0003478657,0.009721572,0.00004010807,0.000007616964,0.00005569983,0.0007086877,0.00002337859,0.001692349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001265828,"threshold_uncertainty_score":0.002516925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007319829310929024,"score_gpt":0.2400518209753963,"score_spread":0.2327319916644673,"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."}}