{"id":"W4405035945","doi":"10.1016/j.trac.2024.118097","title":"Marine specialized metabolites: Unveiling Nature's chemical treasures from the deep blue","year":2024,"lang":"en","type":"article","venue":"TrAC Trends in Analytical Chemistry","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Université du Québec à Trois-Rivières","keywords":"Astrobiology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005890005,0.0006004851,0.0009106193,0.00111613,0.0005549833,0.002257551,0.0005860567,0.001101546,0.001990229],"category_scores_gemma":[0.0006266787,0.0002969257,0.0005840526,0.001205714,0.001163565,0.00456391,0.001633014,0.002376642,0.000883048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007678549,"about_ca_system_score_gemma":0.00161621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172653,"about_ca_topic_score_gemma":0.002903906,"domain_scores_codex":[0.9996641,0.00005527522,0.00002443684,0.00005652439,0.0001568455,0.00004293117],"domain_scores_gemma":[0.9996544,0.0001135235,0.00004874342,0.00002625757,0.00009577142,0.00006129581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002402514,0.00006144265,0.001667135,0.01988506,0.0001921421,0.0008457954,0.001257485,0.001047875,0.09595916,0.04237019,0.03346524,0.8030082],"study_design_scores_gemma":[0.000006240389,0.0001041903,0.001803453,0.001664234,0.00008713411,0.0007209711,0.0006759636,0.0003514802,0.01068033,0.0129945,0.9708619,0.00004943727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005264234,0.979852,0.004057744,0.004169503,0.0008525242,0.00001168793,0.0001642219,0.00007244528,0.005555603],"genre_scores_gemma":[0.02647065,0.9636687,0.003211728,0.002323288,0.0006231795,0.00001529525,0.0001695545,0.00003013489,0.003487499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002257551,"threshold_uncertainty_score":0.006657958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062926646479856,"score_gpt":0.2846000537584989,"score_spread":0.2739707872937003,"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."}}