{"id":"W2804955588","doi":"10.3390/environments5050060","title":"Optimisation of Growth of Raphidocelis subcapitata Immobilised for Biofuel Production: Influence of Alginate and CaCl2 Concentrations on Growth","year":2018,"lang":"en","type":"article","venue":"Environments","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Production (economics); Chemistry; Economics; Microeconomics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000291858,0.0008550044,0.001047058,0.0003074569,0.0002438273,0.0008302151,0.0004157466,0.0005676159,0.000542008],"category_scores_gemma":[0.0003288212,0.0003057594,0.0006099868,0.0003375697,0.0001929762,0.0003083695,0.0006629176,0.0006046039,0.0004049051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974315,"about_ca_system_score_gemma":0.000340337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274804,"about_ca_topic_score_gemma":0.004190281,"domain_scores_codex":[0.9996628,0.00003517066,0.00005172814,0.00009132132,0.0000992856,0.00005971182],"domain_scores_gemma":[0.9997463,0.00005918048,0.00005633185,0.00002906321,0.00006349877,0.00004556727],"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":[0.00006431338,0.0000241411,0.0001202294,0.00005823315,0.000004680395,0.00004324286,0.00002099775,0.0001028663,0.9984725,0.000006900347,0.00001261905,0.001069239],"study_design_scores_gemma":[0.0000106849,0.0005099324,0.005546877,0.00001904738,0.00003868833,0.0000914547,0.00006727652,0.0007585054,0.9912927,0.00001218278,0.00163557,0.00001722414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955088,0.001472655,0.001021575,0.00008635324,0.00003546786,0.00005455343,0.0003577237,0.00005582321,0.001406945],"genre_scores_gemma":[0.9860651,0.001598103,0.007200933,0.00008704665,0.00001358107,0.0001544705,0.0009467293,0.00005953914,0.003874489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00274804,"threshold_uncertainty_score":0.005464017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080379720088459,"score_gpt":0.2235091218511999,"score_spread":0.2127053246503154,"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."}}