{"id":"W2159797801","doi":"10.1139/w02-051","title":"Increased pigment and lipid content, lipid variety, and cell and population size of the microalgae <i>Chlorella </i>spp. when co-immobilized in alginate beads with the microalgae-growth-promoting bacterium <i>Azospirillum brasilense</i>","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorella sorokiniana; Chlorella vulgaris; Population; Food science; Biology; Chlorella; Bacteria; Botany; Carotenoid; Mixotroph; Pigment; Scenedesmus; Algae; Chemistry; Heterotroph","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001004159,0.0004009754,0.0002315466,0.0002526678,0.0001387775,0.0003781547,0.0001274032,0.0002224906,0.0006607285],"category_scores_gemma":[0.0001642515,0.0002057871,0.0002129931,0.000168638,0.0001895831,0.0001848422,0.0002947365,0.0002798244,0.0002352139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727367,"about_ca_system_score_gemma":0.0001984853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176869,"about_ca_topic_score_gemma":0.002134463,"domain_scores_codex":[0.9998083,0.000020368,0.00001678406,0.00004918776,0.00006272728,0.00004267173],"domain_scores_gemma":[0.9998176,0.00002494093,0.00005013761,0.00002244571,0.00003066886,0.00005433715],"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":[0.00004991693,0.000006017127,0.0006792889,0.000009830688,0.000003140223,0.00001206384,0.00001011618,0.00001522494,0.9986697,0.000006319465,0.0000042936,0.0005341495],"study_design_scores_gemma":[0.00001078626,0.0002252116,0.05569183,0.000004359222,0.00002579353,0.000174814,0.00007714961,0.0003163204,0.9427849,0.00001711299,0.0006625912,0.000009042705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986451,0.0002640352,0.0004055066,0.00001806565,0.000004820281,0.000006322757,0.0001226537,0.00001892551,0.0005145782],"genre_scores_gemma":[0.9972897,0.0002066804,0.000913426,0.00001827677,0.000002815135,0.00001528632,0.0003982416,0.000008263905,0.001147371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00176869,"threshold_uncertainty_score":0.003516853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00999597547907796,"score_gpt":0.177284786932242,"score_spread":0.167288811453164,"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."}}