{"id":"W2021243607","doi":"10.1007/s10811-011-9772-2","title":"Mixotrophic and photoautotrophic cultivation of 14 microalgae isolates from Saskatchewan, Canada: potential applications for wastewater remediation for biofuel production","year":2011,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":123,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Plant Biotechnology Institute; Institute for Marine Biosciences","funders":"Agriculture and Agri-Food Canada","keywords":"Mixotroph; Scenedesmus; Biomass (ecology); Chlorella sorokiniana; Biology; Biofuel; Productivity; Botany; Fatty acid methyl ester; Chlorophyta; Food science; Algae; Biotechnology; Chlorella; Biodiesel; Agronomy; Heterotroph; Bacteria; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002448007,0.00014594,0.00031914,0.0001195364,0.0001221665,0.000005033234,0.000115042,0.0002328856,0.00003742547],"category_scores_gemma":[0.00003670507,0.0001215793,0.00007409981,0.0001024715,0.0001221315,0.00009051499,0.00001863211,0.0001446883,7.732257e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008062469,"about_ca_system_score_gemma":0.000214391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006420725,"about_ca_topic_score_gemma":0.02505434,"domain_scores_codex":[0.9988487,0.00003455327,0.0005908744,0.000256727,0.00008160718,0.0001875027],"domain_scores_gemma":[0.9985276,0.00006674664,0.0007864401,0.000134661,0.0004357444,0.00004883435],"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":[0.002434656,0.0001243773,0.0002991889,0.00007876431,0.0001884628,3.498138e-7,0.0005349283,0.0001060477,0.9874594,0.0007049404,0.0004331227,0.007635803],"study_design_scores_gemma":[0.001916961,0.0006188272,0.01183275,0.00001277895,0.0003108234,0.00003575646,0.0007936397,0.0001015978,0.9151484,0.06290985,0.0060935,0.0002251283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937924,0.000185557,0.003861308,0.0004510278,0.0007819636,0.0008201399,0.00004621299,0.00001112783,0.00005024113],"genre_scores_gemma":[0.9875252,0.00004322654,0.0110448,0.00007513774,0.0009779622,0.0001419593,0.0001190957,0.00001732871,0.00005531172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07231098,"threshold_uncertainty_score":0.9927359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225735062664818,"score_gpt":0.2001724552077633,"score_spread":0.1879151045811151,"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."}}