{"id":"W4404603039","doi":"10.3389/fmicb.2024.1394617","title":"A new and promising C-phycocyanin-producing cyanobacterial strain, Cyanobium sp. MMK01: practical strategy towards developing a methodology to achieve C-phycocyanin with ultra-high purity","year":2024,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Phycocyanin; Strain (injury); Chemistry; Cyanobacteria; Biology; Bacteria; Genetics; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000353841,0.0007216928,0.0004317576,0.0005603912,0.000478507,0.0005579857,0.0004311835,0.0005966403,0.000265222],"category_scores_gemma":[0.0002380714,0.0001793168,0.0003453773,0.0006136543,0.0002862222,0.0004352389,0.0006392694,0.0006731296,0.0002464757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964115,"about_ca_system_score_gemma":0.0008193927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368305,"about_ca_topic_score_gemma":0.004968632,"domain_scores_codex":[0.9996568,0.00003529281,0.00004192813,0.00007790235,0.0001406276,0.00004741999],"domain_scores_gemma":[0.9998645,0.000009304915,0.0000304563,0.00001324134,0.00003664496,0.00004588389],"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":[0.00001925347,0.00001766151,0.0004190893,0.0000772042,0.000003502545,0.00007999973,0.00001172706,0.00004839215,0.9975593,0.00005202976,0.00003013199,0.001681809],"study_design_scores_gemma":[0.00002558637,0.0003923217,0.006595645,0.00002817863,0.00004935243,0.0008352857,0.0001127312,0.001629496,0.9857717,0.00008500386,0.004446031,0.00002870464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9739944,0.002535429,0.01954569,0.0006593805,0.00007258115,0.0002615049,0.0009714465,0.0001904593,0.001769072],"genre_scores_gemma":[0.943363,0.001845838,0.0509944,0.0001401818,0.00001792709,0.0001422908,0.001717035,0.00003954137,0.001739785],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002368305,"threshold_uncertainty_score":0.004709065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255353191610928,"score_gpt":0.2898810732429794,"score_spread":0.2573275413268701,"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."}}