{"id":"W4396541692","doi":"10.1101/cshperspect.a041448","title":"Why Do Some Lineages Radiate While Others Do Not? Perspectives for Future Research on Adaptive Radiations","year":2024,"lang":"en","type":"review","venue":"Cold Spring Harbor Perspectives in Biology","topic":"Infrared Target Detection Methodologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Evolutionary biology","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":[0.002331606,0.001194838,0.001739435,0.002402891,0.0005274857,0.002231278,0.002117635,0.003056096,0.006816745],"category_scores_gemma":[0.001769269,0.0004049927,0.0007422913,0.002329782,0.002650612,0.006445396,0.001493235,0.004599824,0.003905812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799908,"about_ca_system_score_gemma":0.002107628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596253,"about_ca_topic_score_gemma":0.002262191,"domain_scores_codex":[0.999556,0.0001009143,0.00004234477,0.0001193943,0.0001261421,0.0000551308],"domain_scores_gemma":[0.9988482,0.0006938559,0.00008217772,0.0000532696,0.0002282408,0.00009424185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005366351,0.00006098667,0.0001570073,0.01121855,0.0000636041,0.0002112163,0.0001928373,0.0009726185,0.003641764,0.05150744,0.04549627,0.886424],"study_design_scores_gemma":[0.000005858536,0.00004226759,0.0002420838,0.001857612,0.00002676179,0.0002715565,0.0001042564,0.0001110949,0.0004523147,0.01575051,0.9811152,0.00002043674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008832366,0.9931285,0.0008591249,0.002622684,0.0006912116,0.000004783159,0.00001501615,0.00002345754,0.002566896],"genre_scores_gemma":[0.0008599754,0.994033,0.001015041,0.001894307,0.0004760014,0.00001622087,0.00002285305,0.00001010193,0.001672456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006816745,"threshold_uncertainty_score":0.02280426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497026446919482,"score_gpt":0.415878895722203,"score_spread":0.2661762510302548,"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."}}