{"id":"W3016858861","doi":"10.1101/2020.04.17.046169","title":"Powered flight potential approached by wide range of close avian relatives but achieved selectively","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Paleontology and Evolutionary Biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Wing; Range (aeronautics); Context (archaeology); Lift (data mining); Evolutionary biology; Sister group; Taxon; Phylogenetic tree; Biology; Paleontology; Computer science; Aerospace engineering; Engineering; Data mining","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":[0.0002769769,0.0001564895,0.0002296825,0.0009783254,0.0005652366,0.0007854668,0.0002167219,0.000299004,0.00229872],"category_scores_gemma":[0.001076681,0.0001397788,0.0002301762,0.0005576831,0.0004968615,0.0004573523,0.0005612827,0.0003286804,0.0003524865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626773,"about_ca_system_score_gemma":0.00008767982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006594446,"about_ca_topic_score_gemma":0.001631324,"domain_scores_codex":[0.9998569,0.00003102722,0.000006929039,0.00006268566,0.00001972436,0.00002268978],"domain_scores_gemma":[0.9994246,0.0002291284,0.0001336335,0.00009715155,0.00004932279,0.00006618403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004505334,0.00003670911,0.8479251,0.0001015477,0.0002532371,0.0007604934,0.002551119,0.002414448,0.1137344,0.002204593,0.0001873494,0.02938043],"study_design_scores_gemma":[0.000006689457,0.0001259385,0.9853129,0.00002792124,0.00007283375,0.001577225,0.001015053,0.005993655,0.003000793,0.001348296,0.001495601,0.00002307214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986835,0.00007649849,0.000609034,0.000007729331,7.478044e-7,8.670614e-7,0.00006133586,0.00001068581,0.0005496031],"genre_scores_gemma":[0.9994147,0.000023583,0.0003494896,0.000004120099,0.000001307834,0.000001331285,0.0001185401,0.000005263981,0.00008171138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229872,"threshold_uncertainty_score":0.007689953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278423955816663,"score_gpt":0.1916028670996879,"score_spread":0.1788186275415213,"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."}}