{"id":"W4221097409","doi":"10.1016/j.cub.2022.02.044","title":"M. Brock Fenton","year":2022,"lang":"lt","type":"article","venue":"Current Biology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Biology; Ecology","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":["insufficient_payload"],"category_scores_codex":[0.0004301253,0.0003702851,0.0002850569,0.0008003181,0.0009711295,0.001281068,0.0005375284,0.001430157,0.4269207],"category_scores_gemma":[0.001405819,0.0002159367,0.0001657155,0.0002884766,0.0003624484,0.001086057,0.001005356,0.001213823,0.2507014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004018151,"about_ca_system_score_gemma":0.0004917104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554292,"about_ca_topic_score_gemma":0.003172086,"domain_scores_codex":[0.9997026,0.00002960835,0.00001177283,0.0001047512,0.0001204901,0.0000307517],"domain_scores_gemma":[0.9992223,0.0001298268,0.00004504594,0.000049429,0.0002666245,0.0002868672],"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":[0.00006219799,0.00004492017,0.0005872067,0.0001166261,0.00000550558,0.0002379069,0.0001102172,0.00007943107,0.00180443,0.008321523,0.6564771,0.332153],"study_design_scores_gemma":[0.000003699218,0.00001235734,0.0005042074,0.00005876963,0.000002826721,0.0003766605,0.00005200467,0.00006517712,0.0004105009,0.0007860849,0.9977223,0.000005503115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005182492,0.02758517,0.01001042,0.1068023,0.02554466,0.0001217644,0.0007755581,0.001565089,0.8224126],"genre_scores_gemma":[0.006922205,0.004338412,0.001847966,0.004991645,0.00098177,0.0000200678,0.0001013795,0.0001413415,0.9806552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5730793,"threshold_uncertainty_score":0.8174281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574757906804003,"score_gpt":0.2809165783471373,"score_spread":0.2251689992790973,"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."}}