{"id":"W1643367717","doi":"10.1016/j.biortech.2015.07.101","title":"Control of protozoa contamination and lipid accumulation in Neochloris oleoabundans culture: Effects of pH and dissolved inorganic carbon","year":2015,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"China Scholarship Council","keywords":"Contamination; Protozoa; Environmental chemistry; Chemistry; Carbon fibers; Biology; Environmental science; Pulp and paper industry; Food science; Ecology; Microbiology; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951881,0.0001201892,0.0002717024,0.0002385441,0.00002119287,0.000003075765,0.00007784113,0.0004448582,0.000001386195],"category_scores_gemma":[0.0004434393,0.0001006778,0.00001527734,0.0003090189,0.0003461642,0.00004341634,0.00004810513,0.000143756,5.437925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003364729,"about_ca_system_score_gemma":0.00001556578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595419,"about_ca_topic_score_gemma":0.0001754352,"domain_scores_codex":[0.9992293,0.00008119355,0.0002459734,0.0002336403,0.00007179416,0.0001380896],"domain_scores_gemma":[0.9994899,0.000045004,0.0001842607,0.0001604449,0.00009123156,0.00002915229],"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":[0.0003150215,0.00009565872,0.3282785,0.0001375765,0.00003606194,0.000002198756,0.0008840463,0.000009785565,0.6540663,0.00371478,0.000006786171,0.01245332],"study_design_scores_gemma":[0.00602041,0.001895598,0.2324632,0.0001144277,0.00009759359,0.00003112003,0.000759409,0.001144435,0.7490143,0.005242115,0.002914141,0.0003032735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976943,0.001001035,0.000136658,0.0003358803,0.00007207818,0.0005797507,0.000001983469,0.00007123009,0.0001070706],"genre_scores_gemma":[0.9997475,0.00003211879,0.0000705682,0.00001349859,0.00004319192,0.00004560587,0.00001344329,0.000008494496,0.00002557743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09581526,"threshold_uncertainty_score":0.4105523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666412967798688,"score_gpt":0.2311880730167223,"score_spread":0.2215216600489237,"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."}}