{"id":"W4312211225","doi":"10.1038/s41477-022-01296-7","title":"Selecting the best candidates for resurrecting extinct-in-the-wild plants from herbaria","year":2022,"lang":"en","type":"review","venue":"Nature Plants","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Herbarium; Biology; Extinction (optical mineralogy); Context (archaeology); Sensu; Germination; Taxon; Botany; Genus; Paleontology","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":[0.0007457929,0.00101094,0.002073804,0.002090388,0.0002686713,0.001129365,0.001258497,0.001089424,0.00669398],"category_scores_gemma":[0.00104163,0.0002737741,0.0006773049,0.001250492,0.0004265588,0.001238048,0.0006698017,0.001327154,0.001776847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312326,"about_ca_system_score_gemma":0.0006373057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009604224,"about_ca_topic_score_gemma":0.003464767,"domain_scores_codex":[0.9998296,0.00002578715,0.00002192443,0.00004546424,0.00005401798,0.00002315841],"domain_scores_gemma":[0.9996508,0.0002071,0.00006205427,0.00001264457,0.00004409233,0.0000232952],"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":[0.0001400232,0.0001128203,0.0002925178,0.03121359,0.0002012569,0.0002054139,0.00004820142,0.0003297463,0.004545942,0.002420573,0.009973699,0.9505162],"study_design_scores_gemma":[0.0001325158,0.0004191243,0.00384906,0.01730159,0.001196939,0.001728028,0.000207385,0.0001665059,0.004114991,0.003777151,0.9670495,0.00005734147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004793195,0.9981626,0.0002259343,0.0001484827,0.00009271691,0.00001220725,0.00005788148,0.00001206043,0.0008088489],"genre_scores_gemma":[0.002477635,0.9959115,0.0006148937,0.0002624928,0.00005662989,0.00001331045,0.0001181206,0.000006510062,0.000538945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00669398,"threshold_uncertainty_score":0.02239364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100318738026787,"score_gpt":0.3022590284103325,"score_spread":0.2019402903835455,"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."}}