{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519488,0.0002753198,0.000103353,0.002080996,0.000614718,0.0006234073,0.0003172791,0.00009495473,0.00175649],"category_scores_gemma":[0.0005967529,0.0001615782,0.00008121385,0.001160186,0.0003026027,0.0001923634,0.0006884735,0.0001487131,0.0002162583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001777369,"about_ca_system_score_gemma":0.0005852244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3906722,"about_ca_topic_score_gemma":0.7595159,"domain_scores_codex":[0.9999272,0.00001132584,0.00000902207,0.0000162308,0.00001859266,0.00001756265],"domain_scores_gemma":[0.9995986,0.00004834839,0.0001107984,0.00002360118,0.000148,0.00007066292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009832979,0.00001153481,0.9809734,0.00003905486,0.00002098764,0.0001944356,0.002098472,0.0001472167,0.003754648,0.000115523,0.0008383298,0.01170797],"study_design_scores_gemma":[0.000001427793,0.000006292242,0.9982491,0.00001176355,0.000003957269,0.00003028069,0.000882654,0.0001197372,0.0001491938,0.000008355349,0.0005360955,0.000001200185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972747,0.00009626422,0.00006377944,0.00002624242,0.000001332137,0.000009134776,0.0005887287,0.00001512135,0.001924782],"genre_scores_gemma":[0.9974403,0.00009637705,0.0003344154,0.00001118555,0.000001801209,0.00002209218,0.0007569348,0.000004243673,0.001332729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3906722,"threshold_uncertainty_score":0.7767965,"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."}}