{"id":"W4411228464","doi":"10.1242/jeb.250895","title":"ECR Spotlight – Jessica Li","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00599484,0.000565949,0.0006484388,0.001061338,0.002103237,0.004355416,0.000967261,0.001878705,0.08477619],"category_scores_gemma":[0.01282432,0.0004673505,0.0003398402,0.0007562433,0.001185693,0.00204252,0.002495537,0.00458964,0.05099196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360637,"about_ca_system_score_gemma":0.006316019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006090353,"about_ca_topic_score_gemma":0.01313221,"domain_scores_codex":[0.9961999,0.0006606263,0.0001471591,0.0006716343,0.001910548,0.0004101891],"domain_scores_gemma":[0.9806189,0.001784956,0.0006446354,0.0008373494,0.008369657,0.007744682],"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":[0.00003628454,0.00001432906,0.0001156734,0.00003170691,0.000002278497,0.00009080781,0.0001131717,0.000021542,0.0004493986,0.001025486,0.9842716,0.0138277],"study_design_scores_gemma":[0.00000387553,0.00001051499,0.0003688029,0.00004725967,8.237548e-7,0.0001295301,0.000130946,0.00006222792,0.0001843365,0.0003583426,0.9986933,0.00001006236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006371246,0.02442697,0.005516883,0.5747473,0.1174491,0.0002341377,0.003241291,0.003393603,0.2646194],"genre_scores_gemma":[0.02395141,0.006088099,0.004506822,0.132273,0.01300638,0.0002517728,0.001345068,0.002039851,0.8165376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08477619,"threshold_uncertainty_score":0.2836046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729632844528505,"score_gpt":0.2768552353575822,"score_spread":0.2595589069122972,"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."}}