{"id":"W2020844447","doi":"10.2110/palo.2009.p09-118r","title":"PALEOENVIRONMENTAL INTERPRETATIONS BASED ON FORAMINIFERAL ABUNDANCE BIOZONES, MAYO LIMESTONE, TRINIDAD, WEST INDIES, INCLUDING ALPHA AND BETA DIVERSITIES","year":2010,"lang":"en","type":"article","venue":"Palaios","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biozone; West indies; Geology; Abundance (ecology); BETA (programming language); Oceanography; Alpha (finance); Paleontology; Biostratigraphy; Ecology; Biology; History; Mathematics; Statistics; Ethnology","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":[0.0002628428,0.0001629302,0.0001857914,0.0001631675,0.0005402456,0.00005226687,0.0002312985,0.0001551264,0.00152821],"category_scores_gemma":[0.00004526427,0.0001458099,0.00004333466,0.0001088323,0.0006407741,0.0001699985,0.00004374025,0.0004690428,0.0004282791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001622377,"about_ca_system_score_gemma":0.00003566199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531935,"about_ca_topic_score_gemma":0.004333109,"domain_scores_codex":[0.9988694,0.00009943321,0.0001616151,0.0003109995,0.0001899403,0.0003686596],"domain_scores_gemma":[0.9990894,0.000514061,0.00006035337,0.000191186,0.00001342255,0.0001315392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007828293,0.00002811689,0.997743,0.00001681958,0.00001847522,0.0000316734,0.0004274169,0.00006419031,0.0000377321,0.0001019556,0.00005218447,0.001400169],"study_design_scores_gemma":[0.000507317,0.0002420455,0.9929499,0.00001518984,0.00001749499,0.00003859681,0.0003331086,0.005075533,0.0001734406,0.0001147422,0.0003638203,0.0001688366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992884,0.0002023461,0.00001984114,0.0008996606,0.0003418958,0.0001802324,0.0001194185,0.00003511379,0.00531753],"genre_scores_gemma":[0.998548,0.00005654369,0.0005538599,0.0003480408,0.00004808782,0.000004422968,0.0002098412,0.000003733298,0.0002274783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00566403,"threshold_uncertainty_score":0.9993845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494055723896522,"score_gpt":0.2377328329023367,"score_spread":0.2227922756633715,"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."}}