{"id":"W4319156825","doi":"10.14710/buloma.v12i1.47843","title":"Keragaman Fitoplankton dan Potensi Harmfull Algal Blooms (HABs) di Perairan Sungai Musi Bagian Hilir Provinsi Sumatera Selatan","year":2022,"lang":"id","type":"article","venue":"BULETIN OSEANOGRAFI MARINA","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Biology; Navicula; Oscillatoria; Botany; Algae; Cyanobacteria","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001624024,0.001330954,0.001154111,0.0003391944,0.002863506,0.0007195298,0.002179588,0.0003413578,0.02097819],"category_scores_gemma":[0.0001009485,0.001446974,0.0006586635,0.00120623,0.0005729336,0.0004664625,0.006930435,0.001995598,0.002241241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024698,"about_ca_system_score_gemma":0.0001911536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007525567,"about_ca_topic_score_gemma":0.002817296,"domain_scores_codex":[0.9902432,0.001232703,0.001473601,0.002415858,0.002265911,0.002368713],"domain_scores_gemma":[0.9960821,0.0001853231,0.0006361428,0.002041584,0.00007958253,0.0009752201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001871111,0.00585275,0.614601,0.001802466,0.0007737322,0.006389328,0.009176154,0.001292589,0.01650248,0.001055848,0.136959,0.2037236],"study_design_scores_gemma":[0.002150287,0.001549386,0.1553745,0.0000991453,0.0001876563,0.0008051512,0.001720801,0.003281841,0.0006889069,0.00005107373,0.8322794,0.001811817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062601,0.0003494341,0.00001554014,0.004236787,0.00211023,0.002321125,0.0005816301,0.0004398466,0.08368532],"genre_scores_gemma":[0.9427297,0.0001260141,0.0001286316,0.00137837,0.0005354346,0.0003413139,0.0009958015,0.0002376759,0.05352706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6953205,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006726906673079444,"score_gpt":0.1878867063366941,"score_spread":0.1811597996636146,"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."}}