{"id":"W7126216595","doi":"10.18280/ijdne.201204","title":"Amplicon-Based 16S rRNA Inventory of a Laboratory-Cultivated Hypersaline Halophilic Biofilm from Indonesian Salt Ponds: A Descriptive Pilot of Bacterial–Archaeal Composition","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direcció General de Recerca, Generalitat de Catalunya; Direktorat Riset dan Pengabdian Masyarakat; Ministrstvo za visoko šolstvo, znanost in tehnologijo; Universitas Brawijaya","keywords":"Halophile; Biofilm; 16S ribosomal RNA; Salt (chemistry); Composition (language); Chemical composition","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":[0.0002750855,0.0003059571,0.0003042992,0.000570976,0.0003266145,0.0004391552,0.00014017,0.0001732036,0.0003232833],"category_scores_gemma":[0.0002560672,0.0001243816,0.0002592237,0.0005351979,0.0002220436,0.0002787364,0.0004238389,0.0002500275,0.0001528493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206633,"about_ca_system_score_gemma":0.0003696168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674015,"about_ca_topic_score_gemma":0.003314222,"domain_scores_codex":[0.9997841,0.00002159847,0.00002872082,0.00006511105,0.00007711267,0.00002345854],"domain_scores_gemma":[0.9998798,0.00001784154,0.00002711336,0.000009349722,0.00004340937,0.00002250556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009514138,0.00006571079,0.02705063,0.00007047869,0.00001212105,0.00006549887,0.0003726963,0.0001009826,0.9652591,0.00002142872,0.00002949482,0.006856775],"study_design_scores_gemma":[0.000008673806,0.0006149993,0.7072949,0.00003917516,0.0001045765,0.0006720437,0.001975352,0.002219309,0.2849869,0.00008660817,0.001962269,0.00003512259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982708,0.00009996405,0.000774834,0.00001095598,0.000003577383,0.00001496658,0.0005229962,0.00001037445,0.000291537],"genre_scores_gemma":[0.9900603,0.0003904435,0.006581102,0.00002475358,0.000005521959,0.00004842413,0.002155023,0.00001360103,0.0007207245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001674015,"threshold_uncertainty_score":0.003328502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230778921461652,"score_gpt":0.2464983231526061,"score_spread":0.2341905339379896,"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."}}