{"id":"W2765839928","doi":"10.1080/09593330.2017.1397768","title":"Investigation of phyco-remediation of road salt run-off with marine microalgae<i>Nannochloropsis gaditana</i>","year":2017,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Environmental remediation; Environmental science; Salt (chemistry); Waste management; Nannochloropsis; Salt lake; Environmental engineering; Pulp and paper industry; Algae; Chemistry; Biology; Ecology; Engineering; Contamination","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001163099,0.0001493578,0.0002283845,0.0001339982,0.0001484378,0.000004141166,0.0002967994,0.000306707,0.0001684529],"category_scores_gemma":[0.00004193726,0.0001276259,0.00003871137,0.00007826671,0.001341013,0.0001459369,0.0001347899,0.0001639688,0.00004329971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006070799,"about_ca_system_score_gemma":0.00001210597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002893249,"about_ca_topic_score_gemma":0.0001317831,"domain_scores_codex":[0.9991069,0.00002845604,0.0002756978,0.0002959252,0.0001196885,0.0001733514],"domain_scores_gemma":[0.9988297,0.000009732627,0.0005083846,0.0006117134,0.00001256188,0.00002788762],"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":[0.00008251057,0.00004584152,0.2753387,0.00001572809,0.00004863414,0.000002057495,0.00003891827,0.000007062864,0.6713561,0.0008385869,0.00003902443,0.05218676],"study_design_scores_gemma":[0.0004341728,0.0003539033,0.2361271,0.00001447427,0.00002740927,0.00001758592,0.00007331505,0.00001218419,0.7594515,0.00265069,0.0007209544,0.0001166982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973918,0.0002307711,0.00002667078,0.0009202781,0.0001394539,0.0001500889,0.00001660984,0.00005323057,0.00107111],"genre_scores_gemma":[0.9979154,0.0002540741,0.001358909,0.00003117965,0.00006458432,0.00001672197,0.0001254032,0.00001556245,0.0002181035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08809536,"threshold_uncertainty_score":0.5204434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007322196351559111,"score_gpt":0.1914038838350482,"score_spread":0.1840816874834891,"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."}}