{"id":"W2960647816","doi":"10.1007/s00216-019-02001-y","title":"Isolation of biologically active compounds from mangrove sediments","year":2019,"lang":"en","type":"article","venue":"Analytical and Bioanalytical Chemistry","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Mangrove; Environmental chemistry; Isolation (microbiology); Chemistry; Environmental science; Ecology; Biology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008015931,0.0001593204,0.0004468615,0.00002589978,0.0000225303,0.00001373228,0.00007455427,0.0002154707,0.001718492],"category_scores_gemma":[0.0001337158,0.0001017879,0.0001392934,0.000165491,0.00022223,0.00004102461,0.0000798182,0.0002143488,0.00004331775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002935317,"about_ca_system_score_gemma":0.00002718882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004407791,"about_ca_topic_score_gemma":4.055062e-7,"domain_scores_codex":[0.9989095,0.00001277852,0.0002976101,0.0003924741,0.000192792,0.0001948261],"domain_scores_gemma":[0.9992942,0.0001405032,0.00007271161,0.0002088428,0.0001084672,0.0001753304],"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":[0.0005390316,0.0002226043,0.01500908,0.0001141748,0.0003006847,0.000008312162,0.000009301979,1.236468e-7,0.9814841,0.0003019233,0.000366465,0.001644218],"study_design_scores_gemma":[0.001499199,0.0003407843,0.04604182,0.0001423744,0.000736348,0.00002612411,0.0001332376,0.004767102,0.9421405,0.001281255,0.002538715,0.0003525341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867362,0.0001135228,0.00002122327,0.002265022,0.00002615954,0.0001136172,0.0000503627,0.00001964106,0.01065421],"genre_scores_gemma":[0.9969418,0.00004206068,0.0005417527,0.0003523164,0.0001360502,1.982253e-7,0.00009071738,0.000006695321,0.001888414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03934357,"threshold_uncertainty_score":0.9991941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138956595643872,"score_gpt":0.2418264740721228,"score_spread":0.2304369081156841,"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."}}