{"id":"W6930589483","doi":"10.5281/zenodo.13445560","title":"Singing silver‐haired bats (Lasionycteris noctivagans)","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human echolocation; Courtship; Sound production; Mating; Animal communication; Singing","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":[0.0002650839,0.0003609586,0.0002284537,0.002219845,0.0003523133,0.0004056355,0.0002700679,0.0001615108,0.04967576],"category_scores_gemma":[0.0002974986,0.0001242079,0.0001021201,0.001447036,0.0002022424,0.0004208911,0.0006583987,0.0001735438,0.01762725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654708,"about_ca_system_score_gemma":0.0001438028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004084187,"about_ca_topic_score_gemma":0.008589793,"domain_scores_codex":[0.9999055,0.000008481421,0.00001602521,0.00003002002,0.00003115943,0.000008941454],"domain_scores_gemma":[0.9998665,0.0000311162,0.00002205171,0.0000134139,0.00005271524,0.00001421196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003695192,0.0001998855,0.03203324,0.004297187,0.00009126255,0.001697511,0.002414956,0.0004646185,0.1394487,0.001416751,0.1909019,0.6266645],"study_design_scores_gemma":[0.00005211971,0.0003888262,0.2778225,0.00105899,0.0001176877,0.003777022,0.001994265,0.0009701097,0.01210841,0.001075357,0.7005755,0.00005921345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5235257,0.03095716,0.02711292,0.002925631,0.002100488,0.0008578534,0.2176897,0.00771742,0.1871132],"genre_scores_gemma":[0.4689693,0.02013534,0.04314955,0.001169501,0.0006688979,0.0007778779,0.178638,0.001362598,0.285129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04967576,"threshold_uncertainty_score":0.166182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06718601248201829,"score_gpt":0.2757173912414533,"score_spread":0.2085313787594351,"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."}}