{"id":"W2024719046","doi":"10.11646/phytotaxa.127.1.18","title":"A review of past and recent research on Cretaceous silicoflagellates","year":2013,"lang":"en","type":"review","venue":"Phytotaxa","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cretaceous; Paleontology; Geology; Taxon; Biostratigraphy; Archipelago; Paleoecology; Biology; Oceanography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001010181,0.0002984998,0.001381713,0.0002169168,0.0001383431,0.00002915428,0.0003384342,0.0002409256,0.001006391],"category_scores_gemma":[0.0001671581,0.0002001486,0.0002256761,0.0004972566,0.0003499712,0.00006404212,0.000005543656,0.0006531054,0.0002168283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002921918,"about_ca_system_score_gemma":0.0001168466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019505,"about_ca_topic_score_gemma":0.0001108287,"domain_scores_codex":[0.9975581,0.0007156614,0.0005339636,0.0004500211,0.0003324261,0.0004098188],"domain_scores_gemma":[0.9980434,0.0009667578,0.0003049661,0.0004105797,0.0001118391,0.000162477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003580438,0.00001191678,0.0001679945,0.05191491,0.00005253928,0.000008106208,0.000009638437,4.866665e-8,2.994286e-8,0.00001384683,0.004983843,0.9428335],"study_design_scores_gemma":[0.00004464603,0.0002247176,0.002404198,0.06456687,0.0001035054,0.00003761718,0.000006279954,0.000001745862,6.23913e-7,0.0001319686,0.93229,0.0001878786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002287076,0.9247862,1.383757e-7,0.00009061504,0.0001327183,0.000803064,0.00008960295,0.00001525211,0.07405952],"genre_scores_gemma":[0.00003757264,0.9996037,0.00006715957,0.00004919941,0.0001166691,0.00001569293,0.00003891089,0.000002608248,0.00006844727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9426457,"threshold_uncertainty_score":0.9999068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151872466147655,"score_gpt":0.3792489025374179,"score_spread":0.2273764363897629,"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."}}