{"id":"W4312111133","doi":"10.5252/geodiversitas2022v44a33","title":"Biostratigraphy and taxonomy of polymerid trilobites of the Manuels River Formation (Drumian, middle Cambrian), Newfoundland, Canada","year":2022,"lang":"en","type":"article","venue":"Geodiversitas","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biostratigraphy; Humanities; Geology; Baltica; Gondwana; Paleontology; Geography; Art; Structural basin; Ordovician","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":[0.00009495056,0.00007624089,0.0001280885,0.00006465711,0.0003037914,0.000006217356,0.0001981791,0.0000246867,0.0002432449],"category_scores_gemma":[0.000005449252,0.0000614149,0.00006078076,0.0001979138,0.0002044328,0.0001484666,0.000008658822,0.00008840513,3.979573e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003997965,"about_ca_system_score_gemma":0.0001189366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4383648,"about_ca_topic_score_gemma":0.6353594,"domain_scores_codex":[0.9993245,0.0000830535,0.0001494287,0.0001057682,0.0001948751,0.0001423471],"domain_scores_gemma":[0.9995958,0.00006465425,0.0001597147,0.000115861,0.00001848796,0.00004553419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005076459,0.000006615921,0.992332,0.00001914991,0.00003979167,0.000004308918,0.0002585508,0.00004203868,0.00004246916,0.00007615917,0.001313851,0.005814344],"study_design_scores_gemma":[0.0002926863,0.00008715601,0.995442,0.00000480227,0.00003477633,0.00001734249,0.001177517,0.00006970935,0.000270711,0.0000875304,0.002444047,0.00007168038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984856,0.003646072,0.000004961721,0.0002186293,0.0002000599,0.0001663395,0.0009747327,0.000006176138,0.009927021],"genre_scores_gemma":[0.9997938,0.00001795049,0.00007258,0.00005654319,0.00000814842,0.000001000521,0.00002063062,3.641934e-7,0.00002901645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969946,"threshold_uncertainty_score":0.5653751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691996063468624,"score_gpt":0.1631269167221633,"score_spread":0.1462069560874771,"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."}}