{"id":"W2944072419","doi":"","title":"Antibacterial activity of freshwater green microalgae isolated from water bodies near abandoned mine sites in Ontario, Canada","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Environmental science; Geography; Mining engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001416343,0.0003867541,0.0004264814,0.001243808,0.001825806,0.0008246668,0.0002947786,0.0002575299,0.001130303],"category_scores_gemma":[0.0002682612,0.0001896241,0.0003324588,0.002050301,0.000536417,0.0001515622,0.0004621012,0.0002705336,0.0003358918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918307,"about_ca_system_score_gemma":0.006251216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7801483,"about_ca_topic_score_gemma":0.9186695,"domain_scores_codex":[0.9996387,0.000009529883,0.00001928073,0.00006494792,0.0001674051,0.0001000921],"domain_scores_gemma":[0.9997687,0.00001478486,0.00003336122,0.000004031923,0.0001424173,0.00003671676],"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":[0.0005010908,0.0001313016,0.1879734,0.0005240852,0.00004708101,0.001618952,0.006171633,0.0002957513,0.774339,0.0001598108,0.001132666,0.02710537],"study_design_scores_gemma":[0.000009958108,0.000325258,0.946398,0.00008110501,0.0000564689,0.0004230731,0.01003804,0.0001984088,0.03345306,0.00002323232,0.008963597,0.00002985921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934154,0.0005277015,0.0001395917,0.0001008278,0.00001415111,0.00005667617,0.001818622,0.000008046512,0.003918967],"genre_scores_gemma":[0.9765246,0.002294911,0.001534561,0.0002053485,0.000009590546,0.00005045192,0.003860126,0.00001339214,0.01550709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198517,"threshold_uncertainty_score":0.4422928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004903746076692991,"score_gpt":0.173592808774399,"score_spread":0.168689062697706,"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."}}