{"id":"W4283068372","doi":"10.1089/ind.2022.0013","title":"Green Photosynthetic Microalgae from Low pH Environments Associated with Mining as a Potential Source of Antioxidants","year":2022,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Chlamydomonas reinhardtii; Antioxidant; Chlamydomonas; Food science; Chemistry; Photosynthesis; Chlorophyll; Chlorophyta; Botany; Environmental chemistry; Biology; Biochemistry; Algae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001106478,0.0003628171,0.0002759355,0.0004179631,0.0003784955,0.0005019081,0.0001693429,0.000304785,0.0005682311],"category_scores_gemma":[0.0001221626,0.0001084962,0.0002433999,0.0003399997,0.0001549701,0.0002393872,0.0003773311,0.0003681898,0.0001920474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774175,"about_ca_system_score_gemma":0.0003670452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177805,"about_ca_topic_score_gemma":0.005996571,"domain_scores_codex":[0.9999028,0.000008822405,0.000007334847,0.00002052206,0.00003489905,0.00002550633],"domain_scores_gemma":[0.9999157,0.000009288103,0.00001983621,0.00001000224,0.00002708368,0.00001813628],"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":[0.00002849534,0.00001040495,0.00143767,0.00003681394,0.00000420778,0.0000849113,0.00002326266,0.00002889984,0.9968655,0.00002180825,0.00001588601,0.001442218],"study_design_scores_gemma":[0.000009119422,0.0002354906,0.07522871,0.00003886472,0.00006226065,0.0005453772,0.0005683808,0.0004264115,0.9190288,0.0001754247,0.003667916,0.00001328562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954119,0.001332943,0.001463177,0.0001369782,0.00002090546,0.00001907394,0.0003254595,0.00002442471,0.001265125],"genre_scores_gemma":[0.9941435,0.001119632,0.002735279,0.00006262716,0.000006837591,0.00001330635,0.0004667965,0.000008990879,0.001442975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002177805,"threshold_uncertainty_score":0.004330337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337231396965419,"score_gpt":0.1938382249596602,"score_spread":0.180465910990006,"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."}}