{"id":"W4414179230","doi":"10.17654/0976696026001","title":"MONSOON-DRIVEN DYNAMICS OF CHLOROPHYII-A: EVALUATING PHYSICAL AND PHYSICOCHEMICAL CONTROLS IN THE MEGHNA ESTUARY, BHOLA DISTRICT","year":2025,"lang":"en","type":"article","venue":"Current Development in Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Eutrophication; Biogeochemical cycle; Turbidity; Water quality; Aquatic ecosystem; Algal bloom; Nutrient; Phosphate; Chlorophyll a","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":[0.0001999915,0.000185826,0.000214275,0.0005190173,0.0004614222,0.0005801945,0.0002198859,0.0002442764,0.000416673],"category_scores_gemma":[0.0002723742,0.0001782982,0.0001814129,0.0006521798,0.0003081594,0.0003216002,0.000506755,0.000234043,0.0001057412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007439432,"about_ca_system_score_gemma":0.0005068248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03538867,"about_ca_topic_score_gemma":0.08324718,"domain_scores_codex":[0.9998767,0.00002246338,0.000008918238,0.00003409339,0.0000240735,0.00003371593],"domain_scores_gemma":[0.9997279,0.00002903857,0.0000834654,0.0000130164,0.00008401948,0.00006262594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378729,0.00006065466,0.9746416,0.00002143549,0.00004171996,0.0001856018,0.001040105,0.000136244,0.02007667,0.00005138067,0.0001229635,0.003483766],"study_design_scores_gemma":[8.961479e-7,0.00001554586,0.9990735,0.000001115618,0.0000034233,0.00001639008,0.0005002685,0.0001226037,0.0001553128,0.000006370929,0.0001024047,0.00000219821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996135,0.00002497966,0.00002513676,0.00001407727,0.000001061532,0.000002335732,0.00009232241,0.000001705361,0.0002248624],"genre_scores_gemma":[0.9995952,0.0000307676,0.00003583033,0.0000130362,0.0000022196,0.000005931683,0.0001352291,9.291898e-7,0.0001807461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03538867,"threshold_uncertainty_score":0.07036537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643751403908227,"score_gpt":0.260666199535837,"score_spread":0.2442286854967547,"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."}}