{"id":"W2036015286","doi":"10.1016/j.marmicro.2013.06.002","title":"Organic-walled dinoflagellate cyst distribution in the Gulf of Mexico","year":2013,"lang":"en","type":"article","venue":"Marine Micropaleontology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Palynology; Dinoflagellate; Oceanography; Geology; Brackish water; Sediment; Pleistocene; Dinocyst; Salinity; Ecology; Paleontology; Pollen; Biology","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":[0.0001430947,0.0001308231,0.0001617098,0.001738925,0.0008851746,0.0005534864,0.0002859865,0.0002634716,0.001003113],"category_scores_gemma":[0.0003827589,0.0001294785,0.0001432521,0.0008718516,0.000377727,0.000358967,0.0007638111,0.0001610441,0.0001009083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486216,"about_ca_system_score_gemma":0.0005802853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2118302,"about_ca_topic_score_gemma":0.3586498,"domain_scores_codex":[0.9999285,0.000004163627,0.000007135885,0.00002858713,0.00001078527,0.00002083703],"domain_scores_gemma":[0.9996799,0.00003032484,0.0001489376,0.00001216908,0.00007909414,0.00004948146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000880788,0.00001355502,0.9910318,0.00002007061,0.00002469127,0.00007614084,0.000723936,0.00007118934,0.002063335,0.00009211346,0.0001449951,0.005650084],"study_design_scores_gemma":[0.000001860939,0.000008788806,0.9988487,0.000008524368,0.000008490883,0.00003192862,0.0005614026,0.00004317396,0.00009111548,0.000008114933,0.0003868017,0.000001163203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992611,0.00009760507,0.00001680815,0.00001730469,9.510973e-7,0.000001360473,0.0002001699,0.000001708597,0.0004030535],"genre_scores_gemma":[0.9987698,0.0002263719,0.00009947648,0.0000101019,0.000001939825,0.000005228853,0.0004057307,0.000001355906,0.0004801076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118302,"threshold_uncertainty_score":0.4211943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006471398093426031,"score_gpt":0.1817259101753964,"score_spread":0.1752545120819703,"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."}}