{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007452511,0.00009096393,0.00007737475,0.00002360351,0.00007364272,0.00002088314,0.000276776,0.00005427801,0.00005171803],"category_scores_gemma":[0.00003032259,0.00006467911,0.0000535628,0.0001169871,0.00006440424,0.000001069135,0.00008238728,0.00005628354,0.000076883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004890098,"about_ca_system_score_gemma":0.00009111827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001164629,"about_ca_topic_score_gemma":0.000004440047,"domain_scores_codex":[0.9995412,0.00002511869,0.0001001036,0.0001651262,0.00002370148,0.000144745],"domain_scores_gemma":[0.9994839,0.000007836004,0.00002362789,0.0004231092,0.00003117523,0.0000302918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006581938,0.00002955393,0.00004299391,0.00000750508,0.00002090212,4.898279e-8,0.00003520494,6.501721e-7,0.9459093,0.001000565,0.05235625,0.0005904192],"study_design_scores_gemma":[0.00009292434,0.000005010399,0.003022327,0.000004082865,0.00001927828,0.000003066869,0.00005342772,5.666749e-7,0.4331271,0.00007597834,0.563537,0.0000592784],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914781,0.001746959,0.0004169275,0.003573809,0.0005941625,0.0001849361,0.00002982644,0.00001424203,0.001961049],"genre_scores_gemma":[0.9845594,0.0001530852,0.000386604,0.001239007,0.0003442845,0.00003242766,0.00004282553,0.00001053401,0.01323183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5127823,"threshold_uncertainty_score":0.2637537,"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."}}