{"id":"W2979623671","doi":"10.5539/enrr.v9n4p1","title":"The First Steps in Examining of Carbon Absorption and Nutrient Salt Filtering Capability of Rhodomelaceae Laurencia Papillosa Seaweed over Some Typical Island Communes in Vietnam Coastal Area","year":2019,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nutrient; Rhodomelaceae; Geography; Algae; Biomass (ecology); Viet nam; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001196949,0.0002188802,0.0002355678,0.0002700082,0.0004578249,0.0003846427,0.0001373504,0.0001656145,0.0006908489],"category_scores_gemma":[0.0001207052,0.0001048985,0.0003242077,0.0003367468,0.0001296193,0.0003247304,0.0001724627,0.0002718092,0.0001003005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199345,"about_ca_system_score_gemma":0.0002855991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02733429,"about_ca_topic_score_gemma":0.06252052,"domain_scores_codex":[0.9999487,0.000003241366,0.000004736547,0.00002082298,0.000009676027,0.00001282429],"domain_scores_gemma":[0.9998556,0.00001791039,0.00003288261,0.000008170826,0.00005805436,0.00002731691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000320573,0.0001649352,0.3146956,0.0002427224,0.0000510696,0.0006722457,0.002445438,0.0002926189,0.6691714,0.0001234025,0.000169134,0.01165093],"study_design_scores_gemma":[0.00000371144,0.000417943,0.9741229,0.000009510241,0.00002466336,0.0001832052,0.002466682,0.0003808974,0.02087467,0.00003403979,0.001468594,0.00001319192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985465,0.0001491257,0.0001907189,0.00001584414,0.000002608216,0.00001114736,0.0001807965,0.000005130944,0.0008979721],"genre_scores_gemma":[0.9957519,0.0001986279,0.001215735,0.00003924258,0.000002620453,0.00003138008,0.0003620835,0.000005075334,0.002393465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02733429,"threshold_uncertainty_score":0.05435032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501793279341032,"score_gpt":0.2395344593090896,"score_spread":0.2245165265156792,"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."}}