{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000242554,0.0002228789,0.0003738253,0.0002103979,0.0002679884,0.000006563147,0.0004181006,0.0009435925,0.0009678396],"category_scores_gemma":[0.0001493746,0.0002077679,0.00007984634,0.0004061665,0.0004968221,0.00004768565,0.0003176281,0.0007857065,0.0000421288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312618,"about_ca_system_score_gemma":0.00005850556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00400277,"about_ca_topic_score_gemma":0.00009095178,"domain_scores_codex":[0.9982389,0.0002298639,0.000371419,0.0005449522,0.0002366366,0.0003782304],"domain_scores_gemma":[0.9990885,0.00006230573,0.000414817,0.000379403,0.0000144877,0.00004051165],"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":[0.001002329,0.0003332717,0.003182513,0.000001879407,0.0003867942,0.00005343512,0.000108296,0.0003230031,0.9561737,0.00009487849,0.0001320084,0.03820785],"study_design_scores_gemma":[0.003110216,0.001300435,0.001391924,0.00003157049,0.0001484186,0.00008294302,0.0006838953,0.00008706589,0.9780897,0.0006988778,0.01400395,0.0003710309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976321,0.0001094519,0.00005021849,0.001097294,0.0004957176,0.0002376078,0.0001060987,0.0001468958,0.0001246383],"genre_scores_gemma":[0.9984597,0.00001326086,0.00005388111,0.00009228743,0.0001554961,0.00002665039,0.0002016718,0.00002821411,0.0009688669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03783682,"threshold_uncertainty_score":0.9999454,"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."}}