{"id":"W7133103973","doi":"","title":"The Burgess Shale: A Cambrian mirror for modern evolutionary biology","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; Smithsonian Institution","keywords":"Biological evolution; Systematics; Macroevolution; Evolutionary theory; Fossil Record; Phylogenetics; Modern evolutionary synthesis; Paleobiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000312902,0.0005317522,0.0005253087,0.0002433405,0.008659057,0.00008999128,0.0008092449,0.0004588504,0.0007309309],"category_scores_gemma":[0.0001120115,0.0004071879,0.0004880777,0.00009201786,0.002140823,0.0002515838,0.00003525481,0.0005669703,0.0002414928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475993,"about_ca_system_score_gemma":0.000830319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236542,"about_ca_topic_score_gemma":0.003745045,"domain_scores_codex":[0.9974049,0.0001070944,0.0005334652,0.000779047,0.000362941,0.0008125046],"domain_scores_gemma":[0.9978291,0.0003888443,0.0005208419,0.000492145,0.0005865475,0.0001824698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001639204,0.0003014135,0.00009206079,0.000449605,0.0002796894,0.00002466977,0.5083151,0.000001895356,0.004897477,0.148266,0.3090684,0.02666444],"study_design_scores_gemma":[0.0003875507,0.0002873238,0.0003111343,0.00009748227,0.00008911856,0.00001185574,0.02373865,0.0007531419,0.0000236115,0.001310236,0.9723889,0.0006009672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4281046,0.2845477,0.0001627739,0.004098219,0.04323553,0.004949128,0.0007189109,0.0003662118,0.2338169],"genre_scores_gemma":[0.1970577,0.002248151,0.000123039,0.0002316419,0.0009688022,0.0002911564,0.0006538537,0.00006370598,0.798362],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6633205,"threshold_uncertainty_score":0.999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04657604973546899,"score_gpt":0.3205252560226584,"score_spread":0.2739492062871894,"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."}}