{"id":"W2535023087","doi":"10.4102/koedoe.v58i1.1439","title":"Bats and evolution","year":2016,"lang":"en","type":"article","venue":"Koedoe","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biology; Evolutionary biology; Ecology; Zoology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005182921,0.00003529189,0.0000477355,0.000001970384,0.0001146825,0.000002333255,0.0000341652,0.00005323111,0.0002736181],"category_scores_gemma":[0.00003038775,0.000007751186,0.00001168453,0.00002899748,0.0000931715,0.00003345905,0.00003401572,0.00001694532,0.00009987597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005758719,"about_ca_system_score_gemma":5.548026e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001824195,"about_ca_topic_score_gemma":0.0004353623,"domain_scores_codex":[0.9997265,0.00001770743,0.00003922602,0.00009822643,0.000016302,0.0001020709],"domain_scores_gemma":[0.999846,0.000100046,0.00001217927,0.0000118905,0.000009702628,0.00002017582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001210108,0.00001468735,0.6580796,6.548499e-7,0.00001003543,0.000001079372,0.00001430143,3.410553e-9,0.2019942,0.003664694,0.00404972,0.132159],"study_design_scores_gemma":[0.0000495122,0.00007153933,0.9797944,0.000002460905,0.000002140555,0.000003316003,0.00002450853,3.458661e-7,0.0004819192,0.003108149,0.01642372,0.00003794776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905137,0.0002345955,0.000001908098,0.00753684,0.00008936511,0.00002661347,0.000004854984,0.00002775733,0.001564357],"genre_scores_gemma":[0.9988599,0.00007327545,0.00001009125,0.0001644367,0.00008685098,0.000004291402,9.15205e-7,8.524407e-8,0.0008001874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3217149,"threshold_uncertainty_score":0.2995926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380386863892182,"score_gpt":0.1890116011131466,"score_spread":0.1752077324742248,"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."}}