{"id":"W6913300694","doi":"10.5683/sp3/0yiwse","title":"The fitness landscape of a community of Darwin’s finches","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fitness landscape; Finch; Scripting language; Construct (python library); Beak; Variation (astronomy)","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":[0.0002774264,0.0001917848,0.0002463439,0.001104284,0.0003375275,0.0005277671,0.0003845763,0.0002163474,0.01027267],"category_scores_gemma":[0.001522343,0.0001384379,0.000318766,0.001373336,0.000193821,0.0005065606,0.0004760553,0.0003365746,0.001782379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008702998,"about_ca_system_score_gemma":0.0002714226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04224292,"about_ca_topic_score_gemma":0.06594265,"domain_scores_codex":[0.9998504,0.00002121597,0.000008225347,0.00007704479,0.00001846491,0.00002467643],"domain_scores_gemma":[0.9996393,0.0001000799,0.0000459462,0.00005962592,0.0001127741,0.00004233606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002914595,0.0001014764,0.66075,0.0006230698,0.0002912575,0.0003252623,0.001902831,0.02807542,0.002865984,0.007559837,0.2078515,0.08936202],"study_design_scores_gemma":[0.00003797069,0.00004226135,0.9437806,0.00006500584,0.00002748323,0.0001389443,0.000670673,0.01003148,0.0003458245,0.002503447,0.04231668,0.00003948117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.7190006,0.0002887463,0.003232131,0.0004043233,0.0000346528,0.00005848466,0.2642503,0.000628755,0.01210192],"genre_scores_gemma":[0.7364832,0.0001120362,0.006131585,0.00008539329,0.00001447419,0.0002209513,0.2510831,0.0002204393,0.005648902],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.04224292,"threshold_uncertainty_score":0.08399409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04673636543301881,"score_gpt":0.3048092256221127,"score_spread":0.2580728601890939,"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."}}