{"id":"W4407858275","doi":"10.15173/m.v1i45.3691","title":"Magic Microbiota: Engineered Cutibacterium acnes","year":2025,"lang":"en","type":"article","venue":"The Meducator","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MAGIC (telescope); Biology; Microbiology; Physics","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":[0.000151608,0.000618668,0.0002821615,0.0003162737,0.0001492888,0.0005308421,0.0003212521,0.0002698548,0.001511356],"category_scores_gemma":[0.000144586,0.0001344748,0.0001771482,0.000213348,0.0002014139,0.0002256839,0.0006677385,0.0006805307,0.0003824146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865343,"about_ca_system_score_gemma":0.0002046302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006394379,"about_ca_topic_score_gemma":0.0008124809,"domain_scores_codex":[0.9998492,0.00001543833,0.000009571004,0.0000356965,0.00006148581,0.00002856494],"domain_scores_gemma":[0.9998932,0.00001325818,0.00003133283,0.00001319969,0.000009913148,0.00003913487],"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":[0.00004900708,0.00001954615,0.00007944453,0.00001883751,0.000002112365,0.00002019195,0.00000694254,0.00004449821,0.9979261,0.0001723377,0.00002051048,0.001640409],"study_design_scores_gemma":[0.00001350556,0.0001937094,0.0007924289,0.000006602113,0.00001072328,0.00008499392,0.00002643151,0.0006314897,0.9951375,0.00007162525,0.003026506,0.000004558176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816594,0.0006867214,0.01287314,0.0002365976,0.0001323171,0.00007187796,0.0005118888,0.0005284195,0.003299535],"genre_scores_gemma":[0.9792028,0.0004335591,0.01244114,0.0000565706,0.00001329267,0.00004433735,0.0003560565,0.000105709,0.007346521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001511356,"threshold_uncertainty_score":0.005056024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003435029721603195,"score_gpt":0.2395700938747007,"score_spread":0.2361350641530975,"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."}}