{"id":"W4283169746","doi":"10.1111/2041-210x.13911","title":"An open future for <scp>MEE</scp>","year":2022,"lang":"en","type":"article","venue":"Methods in Ecology and Evolution","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computational biology; Biology; Computer science","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02669446,0.0008559875,0.001189393,0.003041962,0.003117128,0.01237009,0.003575854,0.01221934,0.1778074],"category_scores_gemma":[0.04036104,0.0004954691,0.001519268,0.002744176,0.004771278,0.0148131,0.008557376,0.007452382,0.05814363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557634,"about_ca_system_score_gemma":0.008962245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512854,"about_ca_topic_score_gemma":0.004131058,"domain_scores_codex":[0.9901689,0.003909816,0.0004516091,0.0007975305,0.003723704,0.0009484083],"domain_scores_gemma":[0.9416178,0.02170915,0.001740068,0.008080062,0.01915635,0.007696386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006588126,0.00007120862,0.000233513,0.0002502249,0.00001337135,0.00007911921,0.0001396432,0.0001952975,0.0005537264,0.1200091,0.7536805,0.1247085],"study_design_scores_gemma":[0.00001110135,0.00001209653,0.0001617256,0.0002378739,0.000004276123,0.0001015243,0.0001568372,0.000442592,0.0002536413,0.08177312,0.9168208,0.00002440889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001087196,0.02672968,0.05606754,0.6497086,0.05945485,0.0001277475,0.001376086,0.002798112,0.2026502],"genre_scores_gemma":[0.02781639,0.02666043,0.1966999,0.2713883,0.0729297,0.0008302197,0.003246979,0.005364515,0.3950636],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9964241,"threshold_uncertainty_score":0.5948249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219105504358089,"score_gpt":0.3811195894264051,"score_spread":0.3589285343828242,"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."}}