{"id":"W1425014140","doi":"10.25560/24168","title":"The impact of fossils on arthropod phylogeny","year":2013,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arthropod; Phylogenetics; Biology; Evolutionary biology; Paleontology; Geography","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":[0.0002462903,0.0005498608,0.0006297328,0.00002946669,0.0006119671,0.0001651297,0.0007804133,0.0005580027,0.002438891],"category_scores_gemma":[0.0002205318,0.0001643738,0.0007173799,0.0004935233,0.0002271181,0.0001150072,0.0000525682,0.0004544108,0.0003179052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261994,"about_ca_system_score_gemma":0.0001136181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535329,"about_ca_topic_score_gemma":0.003697368,"domain_scores_codex":[0.9974386,0.0001808864,0.0006436323,0.0005313915,0.0005668825,0.0006385941],"domain_scores_gemma":[0.9984093,0.000376589,0.0005330264,0.0002506639,0.0002731118,0.0001572782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003035951,0.0004274239,0.0003575535,0.00004852082,0.0003383548,0.00002462419,0.0002710937,0.00000948006,0.8165037,0.007209153,0.05053898,0.1212352],"study_design_scores_gemma":[0.003653331,0.02330908,0.7102091,0.0007596946,0.0002535942,0.00004001299,0.003281383,0.00008826512,0.1757649,0.01464199,0.0640656,0.003933017],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501922,0.0006913296,9.597068e-9,0.00006827265,0.002436025,0.0009905513,0.000522767,0.0000599165,0.045039],"genre_scores_gemma":[0.9842537,0.0001402811,0.00001274434,0.00004230104,0.001629213,0.0001218599,0.0003833653,0.000007359249,0.0134092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7098516,"threshold_uncertainty_score":0.998473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378717160338829,"score_gpt":0.2630169429534034,"score_spread":0.2492297713500151,"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."}}