{"id":"W4251255069","doi":"10.1007/978-0-387-33419-6_7","title":"Species Survival and Arrival","year":2006,"lang":"en","type":"book-chapter","venue":"Evolutionary Bioinformatics","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Darwinism; Natural selection; Darwin (ADL); Variation (astronomy); Genealogy; Competition (biology); Object (grammar); Selection (genetic algorithm); Argument (complex analysis); Biology; Evolutionary biology; History; Geography; Zoology; Ecology; Philosophy; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001104733,0.0003614292,0.00026271,0.0001007003,0.0001455836,0.00003161716,0.0001829641,0.0005011838,0.0001248688],"category_scores_gemma":[0.00002283782,0.0003734354,0.0001451614,0.00002140119,0.0003306129,0.00000674872,0.0002494359,0.0002009392,0.0001123233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004532732,"about_ca_system_score_gemma":0.000143496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000039878,"about_ca_topic_score_gemma":0.00003032834,"domain_scores_codex":[0.9987057,0.00001103923,0.0004697533,0.0002574187,0.0002989726,0.0002571589],"domain_scores_gemma":[0.9991257,0.00001293939,0.0002163018,0.0004087742,0.0001229552,0.000113285],"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":[0.0001093306,0.00006980204,0.0008296028,0.0003690915,0.0003735666,0.00001252658,0.00008009704,0.001437705,0.000841821,0.1902909,0.8029424,0.002643116],"study_design_scores_gemma":[0.0004017336,0.0001715889,0.003084496,0.00004217848,0.00005575499,0.0000814754,0.00004581796,0.004702869,0.00002151306,0.00305558,0.9877289,0.0006080776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003421675,0.002461413,0.007977935,0.000140662,0.0004905558,0.000251429,0.0005215564,0.00004448279,0.9877698],"genre_scores_gemma":[0.002549645,0.001806563,0.008974341,0.0001707057,0.0007890657,0.000005434307,0.003970555,0.00006309706,0.9816706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1872354,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008526800042957125,"score_gpt":0.2025082682738788,"score_spread":0.1939814682309217,"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."}}