{"id":"W3163773913","doi":"10.1016/j.marmicro.2021.102000","title":"Distribution of organic-walled dinoflagellate cysts in surface sediments of the southern Caribbean and the eastern tropical Pacific and its environmental implications","year":2021,"lang":"en","type":"article","venue":"Marine Micropaleontology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Lamont-Doherty Earth Observatory, Columbia University; Brock University; Universidad de los Andes; Universidad EAFIT; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Dinocyst; Dinoflagellate; Oceanography; Relative species abundance; Tropical marine climate; Eutrophication; Sea surface temperature; Ecology; Abundance (ecology); Biology; Environmental science; Palynology; Geology; Pollen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816492,0.00008706412,0.0002321511,0.0000164008,0.00009556988,0.000005350665,0.0001448174,0.00009864313,0.0002292359],"category_scores_gemma":[0.00004387831,0.00005439518,0.00003066302,0.000100665,0.0005962405,0.00002012126,0.0001103439,0.0001764501,0.0000118086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001538221,"about_ca_system_score_gemma":0.00002633928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000313538,"about_ca_topic_score_gemma":0.02074817,"domain_scores_codex":[0.9988598,0.0004594421,0.0002270267,0.00019472,0.00006392336,0.0001951343],"domain_scores_gemma":[0.9994343,0.0002457808,0.00008661999,0.0001799142,0.00001884458,0.00003456252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129901,0.00002230719,0.99712,0.00001903272,0.00002562308,0.000006179131,0.0004228414,0.000007435009,0.001926506,0.00006925423,0.000002215341,0.0002656573],"study_design_scores_gemma":[0.001082504,0.0000294239,0.9970121,0.000004183592,0.00002199493,0.000137116,0.0004185025,0.0003956637,0.0005131972,0.0002966263,0.00004132736,0.00004737937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955339,0.001459753,0.00000440898,0.002257522,0.00004572662,0.0001765814,0.00009702404,0.000002586234,0.0004225162],"genre_scores_gemma":[0.9994569,0.0002265051,0.00001260124,0.00002332397,0.000005408476,0.000001015596,0.000083724,0.000001520298,0.0001889455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02043463,"threshold_uncertainty_score":0.9971206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007693258940927259,"score_gpt":0.1970695264464215,"score_spread":0.1893762675054942,"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."}}