{"id":"W4249410853","doi":"10.3410/f.13407992.14778097","title":"Faculty Opinions recommendation of Evidence for evolution in response to natural selection in a contemporary human population.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Evolution and Science Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Natural selection; Selection (genetic algorithm); Natural (archaeology); Population; Genealogy; Data science; Evolutionary biology; Biology; Geography; Computer science; Demography; Sociology; History; Artificial intelligence; Archaeology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003450331,0.0003365243,0.0006140817,0.001084186,0.0003234531,0.0001330041,0.0008870104,0.0003178029,0.0003109818],"category_scores_gemma":[0.0115749,0.0002281267,0.0003045594,0.001491569,0.000242798,0.0009116872,0.0001450111,0.0006386432,0.00001852643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798182,"about_ca_system_score_gemma":0.0007026751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464478,"about_ca_topic_score_gemma":0.001127068,"domain_scores_codex":[0.9958706,0.0007614222,0.001656155,0.000586598,0.0008303145,0.0002949146],"domain_scores_gemma":[0.9938501,0.0002770708,0.001149995,0.0005454074,0.004029153,0.0001482811],"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":[0.0001130815,0.0003018252,0.00008684445,0.001758669,0.00001511023,3.6053e-8,0.001851637,3.159535e-7,0.000005689054,0.003143293,0.992505,0.0002185608],"study_design_scores_gemma":[0.0004774971,0.0001889669,0.04022295,0.01028485,0.00002709929,0.000003287879,0.0002571053,0.00002150464,0.000002313439,0.000160839,0.9481066,0.0002469404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003438376,0.0005103509,0.00002335173,0.09701219,0.001320584,0.002256348,0.8987843,0.00002476538,0.00003371404],"genre_scores_gemma":[0.004217691,0.00001992455,0.0002397522,0.00151568,0.0002970631,0.0005759695,0.9912118,0.00001537005,0.001906692],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09549651,"threshold_uncertainty_score":0.996751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2271128896390714,"score_gpt":0.4320289617197269,"score_spread":0.2049160720806555,"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."}}