{"id":"W6901597824","doi":"10.60692/pj86q-e0x03","title":"The fitness landscape of a community of Darwin's finches","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Université de Sherbrooke; McGill University","funders":"","keywords":"Fitness landscape; Natural selection; Adaptive radiation; Adaptive evolution; Adaptive strategies; Selection (genetic algorithm); Adaptive value; Natural (archaeology); Adaptation (eye)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000307315,0.0001167422,0.0001832683,0.0009289551,0.0004091076,0.0005659072,0.0001943997,0.0001834612,0.0009762783],"category_scores_gemma":[0.0008521021,0.00009204233,0.0001346834,0.0005421718,0.0003436961,0.0002815073,0.0003498304,0.0001356114,0.00007495887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000575611,"about_ca_system_score_gemma":0.0001435734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122393,"about_ca_topic_score_gemma":0.02216242,"domain_scores_codex":[0.9998634,0.00002905669,0.000005742183,0.00006826751,0.00001328081,0.00002037132],"domain_scores_gemma":[0.999648,0.0001143674,0.00007076999,0.00004648284,0.00007550438,0.00004484883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006755967,0.00002334225,0.96819,0.00002370534,0.0001000542,0.0001015122,0.0003490458,0.0116647,0.01062988,0.0006814636,0.0002210851,0.007947674],"study_design_scores_gemma":[0.000002601916,0.00001967707,0.9875029,0.000002544507,0.000008356136,0.00005801034,0.0001544208,0.01141818,0.0002580442,0.0003454878,0.0002232476,0.000006596136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995801,0.000009577978,0.0001667237,0.000004551338,1.646819e-7,6.70914e-7,0.0001098018,0.000002633705,0.000125887],"genre_scores_gemma":[0.9995837,0.000003473852,0.0001786526,0.000001754782,3.060007e-7,0.000001044566,0.0001777629,9.175851e-7,0.0000523757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0122393,"threshold_uncertainty_score":0.02433616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988605640635698,"score_gpt":0.2157851581495067,"score_spread":0.1858991017431497,"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."}}