{"id":"W4381243118","doi":"10.3390/life13061411","title":"Recent Reports on Bioactive Compounds from Marine Cyanobacteria in Relation to Human Health Applications","year":2023,"lang":"en","type":"review","venue":"Life","topic":"Algal biology and biofuel production","field":"Energy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Cyanobacteria; Human health; Biology; Bacteria; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003638805,0.0002647101,0.0008375185,0.0002480939,0.0001432942,0.00001855131,0.000119951,0.0003742107,0.0001575806],"category_scores_gemma":[0.00009899035,0.0002289996,0.0001031662,0.0006193012,0.00002967514,0.00003768575,0.0001031246,0.0004158603,0.0007420267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004546509,"about_ca_system_score_gemma":0.0001610515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002217677,"about_ca_topic_score_gemma":0.001367877,"domain_scores_codex":[0.9978163,0.0002904118,0.0008544486,0.0007017832,0.0001155288,0.0002214833],"domain_scores_gemma":[0.998621,0.00008747392,0.0005721591,0.0005662664,0.00003704142,0.0001160178],"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":[0.00002610363,0.0001156455,0.0001402004,0.0007285727,0.0001221758,0.00000771791,0.00005221347,0.000006328472,0.000006171411,0.002471321,0.001648764,0.9946748],"study_design_scores_gemma":[0.0000528774,0.00009917922,0.002714173,0.0009302345,0.00004144392,0.000004808875,0.000009313524,2.357407e-7,0.000001775516,0.001615873,0.9943256,0.0002045315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007836207,0.9790598,0.00002821747,0.00235965,0.002315257,0.004680621,0.0002162865,0.0005681359,0.009988411],"genre_scores_gemma":[0.0001447256,0.9872938,0.0001488767,0.0003439375,0.0009780156,0.0008559159,0.009607989,0.00004657125,0.0005801928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944702,"threshold_uncertainty_score":0.95375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08581806380290737,"score_gpt":0.3599387343233704,"score_spread":0.2741206705204631,"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."}}