{"id":"W4407902931","doi":"10.1016/j.cub.2025.01.018","title":"Liana Y. Zanette","year":2025,"lang":"en","type":"article","venue":"Current Biology","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Biology; Liana; Evolutionary biology; Botany","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001097646,0.0003653874,0.0004126209,0.0009221169,0.001550683,0.002410354,0.0008222488,0.001207997,0.1172537],"category_scores_gemma":[0.00473562,0.0001697571,0.0001747565,0.0004228393,0.0006216407,0.00178079,0.001615715,0.00267614,0.06165893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008275817,"about_ca_system_score_gemma":0.001943088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658071,"about_ca_topic_score_gemma":0.008730235,"domain_scores_codex":[0.9995246,0.00008407205,0.00002029445,0.0001206983,0.0002052713,0.00004513819],"domain_scores_gemma":[0.9975961,0.0004320453,0.0001037345,0.00009787308,0.001314389,0.0004559989],"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":[0.00003524746,0.00002080181,0.0006246007,0.0001529693,0.000005647364,0.0001293978,0.0002672408,0.000076831,0.0002885747,0.01300559,0.8246303,0.1607627],"study_design_scores_gemma":[0.000003406422,0.000004221118,0.0002700611,0.00007995259,0.000002715277,0.0001234625,0.0001516207,0.00005038715,0.0001287265,0.001469908,0.9977096,0.000005801144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003427609,0.05083038,0.0127425,0.2902938,0.05635581,0.0001056895,0.0008880124,0.001596291,0.5837599],"genre_scores_gemma":[0.0283792,0.04223787,0.006007125,0.03346733,0.005223724,0.0001134959,0.0005130023,0.000474472,0.8835837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8827463,"threshold_uncertainty_score":0.3922527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641864485714256,"score_gpt":0.3167434234744619,"score_spread":0.3003247786173194,"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."}}