{"id":"W6950078361","doi":"10.5281/zenodo.5976943","title":"Palaeoleptochromus O'Keefe","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Seta; Margin (machine learning); Type (biology); Phylogenetic tree; Vertex (graph theory)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007293768,0.0003851003,0.0002310048,0.0008353903,0.001249751,0.0003907666,0.0004154482,0.0007006794,0.05684963],"category_scores_gemma":[0.0003574992,0.0001267251,0.00008279396,0.000544862,0.0005343222,0.00116821,0.0008352633,0.0006079777,0.012169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004210416,"about_ca_system_score_gemma":0.0002647927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596379,"about_ca_topic_score_gemma":0.03099554,"domain_scores_codex":[0.9998767,0.000006522159,0.000005992791,0.00005115351,0.0000354132,0.00002425581],"domain_scores_gemma":[0.9998668,0.00002378042,0.00003093327,0.00001585645,0.00004225022,0.0000203679],"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":[0.0003881265,0.0000554481,0.02904152,0.0008651379,0.00002863958,0.001316923,0.002547704,0.0001392407,0.01879415,0.003151597,0.03689842,0.9067732],"study_design_scores_gemma":[0.00003746713,0.0001050834,0.2517388,0.0004353407,0.00002491281,0.005267693,0.002511417,0.0001158884,0.003885594,0.001284921,0.734558,0.00003486411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2996135,0.01077512,0.003596071,0.001585888,0.00100906,0.0002259229,0.006126394,0.0004925189,0.6765755],"genre_scores_gemma":[0.8249796,0.003491614,0.003355292,0.000654432,0.0001661791,0.00006966136,0.003372483,0.00007464036,0.1638361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05684963,"threshold_uncertainty_score":0.190181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228858617838301,"score_gpt":0.2290861706144924,"score_spread":0.1967975844361094,"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."}}