{"id":"W2173230208","doi":"10.2113/50.3.307","title":"Evaluation of methods for retrieving foraminifera from indurated carbonates: application to the Jurassic spongiolithic limestone lithofacies of the Prebetic Zone (South Spain)","year":2004,"lang":"en","type":"article","venue":"Micropaleontology","topic":"Archaeological and Geological Studies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Granada","keywords":"Foraminifera; Geology; Paleontology; Geochemistry; Oceanography; Benthic zone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001647867,0.0001611493,0.0003868123,0.0000425694,0.0003105307,0.00001118458,0.0003596395,0.000110855,0.00005289471],"category_scores_gemma":[0.001161349,0.00008040838,0.0001268456,0.000131215,0.0009986826,0.00003193018,0.00015869,0.000148116,0.000004762036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004594099,"about_ca_system_score_gemma":0.00006162726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117808,"about_ca_topic_score_gemma":0.006396621,"domain_scores_codex":[0.998274,0.0005766164,0.0004524769,0.000277962,0.0001784643,0.0002404224],"domain_scores_gemma":[0.9980253,0.0006816872,0.0003053398,0.000306762,0.0006529767,0.00002796084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008392349,0.000570682,0.0203314,0.0002077214,0.0009195402,9.262717e-7,0.3376312,0.001901498,0.03849247,0.1639176,0.00005292059,0.4351348],"study_design_scores_gemma":[0.005164407,0.002705306,0.6327526,0.0003403752,0.002525785,0.00001264265,0.03485329,0.003536388,0.04073025,0.2162197,0.06006477,0.001094511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754029,0.003583928,0.0148488,0.003952701,0.0001966147,0.00134265,0.00008932965,0.00002710729,0.000555997],"genre_scores_gemma":[0.9966568,0.00002242456,0.002612949,0.0002417492,0.0001097231,0.0002276933,0.00001303171,0.000006891003,0.0001087312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6124212,"threshold_uncertainty_score":0.3679688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07813181851134005,"score_gpt":0.3273519428156963,"score_spread":0.2492201243043562,"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."}}