{"id":"W4401732522","doi":"10.1093/evolinnean/kzae016","title":"Variable success in linking micro- and macroevolution","year":2024,"lang":"en","type":"article","venue":"Evolutionary Journal of the Linnean Society","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Macroevolution; Variable (mathematics); Biology; Mathematics","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":[0.02211397,0.0008367698,0.000726212,0.003632692,0.000681855,0.003666582,0.001617929,0.001168526,0.003546822],"category_scores_gemma":[0.06719203,0.0003829377,0.0004951797,0.003563027,0.002941982,0.003857521,0.003307529,0.001390706,0.001388114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005647942,"about_ca_system_score_gemma":0.0003362351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406341,"about_ca_topic_score_gemma":0.001709779,"domain_scores_codex":[0.9879528,0.007904004,0.0006347485,0.001867956,0.001268073,0.0003723977],"domain_scores_gemma":[0.9131563,0.05819493,0.0079509,0.01321448,0.005875746,0.001607628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001992998,0.00005955418,0.9234865,0.0002581252,0.0008308691,0.0001305827,0.001127073,0.004679278,0.001692581,0.005392109,0.0006714026,0.06147265],"study_design_scores_gemma":[0.00001288474,0.0002046951,0.9373646,0.0003313049,0.000205918,0.0006216511,0.001723675,0.02138305,0.003704283,0.02772044,0.006617647,0.0001099084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234346,0.008320136,0.03362779,0.001651258,0.0002317751,0.00006296531,0.0009702715,0.0002369707,0.03146428],"genre_scores_gemma":[0.9951988,0.0006164093,0.003086538,0.0001397101,0.00005318255,0.00001825791,0.0002032789,0.00005324537,0.0006306426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02211397,"threshold_uncertainty_score":0.1169512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009565144344019045,"score_gpt":0.2186009351266328,"score_spread":0.2090357907826138,"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."}}