{"id":"W4408529147","doi":"10.1007/978-3-642-36202-6_198-1","title":"Biology and Chemistry of Secondary Metabolites Present in Marine Organisms","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Red River College","funders":"","keywords":"Marine biology; Chemistry; Computational biology; Biology; Environmental chemistry; Ecology","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":[0.000087148,0.000383612,0.0002320189,0.0006348907,0.0003218634,0.0008890222,0.00053984,0.00050339,0.006403957],"category_scores_gemma":[0.0001033649,0.0002029881,0.0002141014,0.0008521248,0.0006401098,0.0008856374,0.0004819391,0.000730604,0.002770686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344914,"about_ca_system_score_gemma":0.0002159239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003414858,"about_ca_topic_score_gemma":0.0004825083,"domain_scores_codex":[0.9999558,0.000004691283,0.000001798849,0.0000105402,0.0000212611,0.000005964778],"domain_scores_gemma":[0.9999546,0.00002312839,0.000004718936,0.000003422315,0.000006820056,0.000007303369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002499557,0.0001432404,0.0005375144,0.001609006,0.00001836931,0.001336837,0.0004973859,0.001611534,0.4472397,0.066621,0.01898059,0.461155],"study_design_scores_gemma":[0.00001307867,0.0003983348,0.003713443,0.0002800586,0.00002160416,0.002996726,0.000222206,0.001001777,0.1306247,0.04267675,0.8180198,0.00003152845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04246152,0.6117339,0.01927733,0.001321856,0.001732948,0.00006868914,0.0004677617,0.0002766653,0.3226594],"genre_scores_gemma":[0.1500992,0.3822176,0.0109185,0.0009605361,0.001561557,0.0001164364,0.0005506772,0.0001033878,0.4534721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006403957,"threshold_uncertainty_score":0.02142334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004784253181704265,"score_gpt":0.2273185925633415,"score_spread":0.2225343393816372,"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."}}