{"id":"W1968260303","doi":"10.1038/462984a","title":"Goodbye to Darwin from a contemporary with vision","year":2009,"lang":"en","type":"letter","venue":"Nature","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Darwin (ADL); Philosophy; Evolutionary biology; Art history; Epistemology; Cognitive science; Biology; Art; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007281359,0.0001835134,0.0001838239,0.0001394739,0.000193524,0.0002840686,0.0002746451,0.001151579,0.002307356],"category_scores_gemma":[0.00001998542,0.0001262,0.00005243058,0.00005923673,0.00007686499,0.0001981907,0.00001659719,0.003807122,0.0003255247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006179556,"about_ca_system_score_gemma":0.0001829381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002193502,"about_ca_topic_score_gemma":0.0003495941,"domain_scores_codex":[0.99888,0.00003957938,0.0001299414,0.0003491828,0.0004251963,0.0001761019],"domain_scores_gemma":[0.9994026,0.00004083046,0.00008471221,0.0002840161,0.000133634,0.00005417043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001014307,0.00001590796,0.000009606531,0.000005214245,0.000007280916,0.00002026988,0.004691219,2.038504e-7,0.000004843322,0.001607431,0.9929694,0.0006584582],"study_design_scores_gemma":[0.0001024313,0.0001190032,0.0004329905,0.0001269873,0.000008780879,0.00000106315,0.0004532501,0.000002980025,0.000004489219,0.0005945927,0.9979481,0.0002053106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007886499,0.0006939407,0.000006428234,0.8000283,0.00170404,0.0002145836,0.0001419506,0.00008132184,0.1963408],"genre_scores_gemma":[0.05397133,0.000002270391,0.0001551773,0.8763365,0.01048995,0.000009169518,0.0007378324,0.00001780276,0.05828002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1380608,"threshold_uncertainty_score":0.9986047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463518330335132,"score_gpt":0.2628546621434646,"score_spread":0.2382194788401133,"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."}}