{"id":"W129989065","doi":"10.1016/j.marmicro.2014.10.004","title":"Ecological zonation of benthic foraminifera in the lower Guadiana Estuary (southeastern Portugal)","year":2014,"lang":"en","type":"article","venue":"Marine Micropaleontology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Estuary; Benthic zone; Foraminifera; Intertidal zone; Salt marsh; Oceanography; Marsh; Sediment; Ecology; Geology; Environmental science; Wetland; Biology; Paleontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001215112,0.0001387807,0.0003081104,0.0001734954,0.00008983532,0.00001047483,0.0004822605,0.0002468003,0.002194336],"category_scores_gemma":[0.0002154778,0.00009393498,0.00006390212,0.0002054203,0.0004283704,0.00005390067,0.00003680003,0.0003885779,0.0002686921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.077909e-7,"about_ca_system_score_gemma":0.00003877987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008493625,"about_ca_topic_score_gemma":0.1574847,"domain_scores_codex":[0.9980833,0.0007055593,0.0003547102,0.0002802655,0.0001382564,0.0004379343],"domain_scores_gemma":[0.9987221,0.0007874205,0.0001074245,0.0002793447,0.00004855352,0.00005514549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009892174,0.0000975357,0.9896599,0.00002030997,0.00001104519,0.0000705785,0.0002200745,0.00003892955,0.000005875124,0.0007279768,0.00002212887,0.009026715],"study_design_scores_gemma":[0.0004455576,0.0005273357,0.994553,0.000004101435,0.00001107163,0.0002485602,0.0001345069,0.001062493,0.00000767878,0.001882991,0.001026897,0.00009577525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566551,0.0002502021,0.0000331108,0.002100292,0.0002218906,0.0002011936,0.00000652539,0.00001244315,0.04051922],"genre_scores_gemma":[0.9989074,0.00003078789,0.0001969354,0.0005677878,0.00004912796,0.000004060339,0.00009536383,0.000002026146,0.0001465432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566354,"threshold_uncertainty_score":0.9987178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147240542369388,"score_gpt":0.2306307226138029,"score_spread":0.2159066683768641,"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."}}