{"id":"W2308239974","doi":"10.1130/2015.2516(17)","title":"15. Microclimate and niche constructionism in tropical bat caves: A case study from Mount Elgon, Kenya","year":2015,"lang":"en","type":"book-chapter","venue":"Geological Society of America Special Papers","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mount; Geography; Cave; Microclimate; Niche; Ecology; Archaeology; Biology; Engineering","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001620248,0.0004540923,0.001115964,0.00001222174,0.0003407068,0.00001975696,0.0002315617,0.0009065747,0.002980639],"category_scores_gemma":[0.00005598025,0.0002018445,0.0003168581,0.00008115725,0.002742554,0.00003796557,0.0004087366,0.0007235659,0.0000366267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159651,"about_ca_system_score_gemma":0.00002225481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002458583,"about_ca_topic_score_gemma":0.004523531,"domain_scores_codex":[0.9978276,0.0001148462,0.0005940655,0.000812283,0.0001965191,0.0004547125],"domain_scores_gemma":[0.9988086,0.0005140455,0.0003332859,0.00009893683,0.0000879099,0.0001572144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197448,0.001643559,0.7984399,0.0000562027,0.002625973,0.002518883,0.007077862,0.00001366963,0.00656158,0.00270316,0.04325552,0.1339063],"study_design_scores_gemma":[0.001818125,0.004112545,0.5235744,0.00005042446,0.0003609984,0.0005008235,0.04405089,0.00001282224,0.00000866512,0.00785803,0.4163344,0.001317944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671253,0.001226449,2.622603e-7,0.001734141,0.0002942447,0.000523726,0.0002003171,0.00004865672,0.02884689],"genre_scores_gemma":[0.9832821,0.003875388,0.0006470367,0.00168092,0.002314041,0.00004284243,0.0001450709,0.000006280465,0.008006271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3730788,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407367946174867,"score_gpt":0.2231445182844141,"score_spread":0.1990708388226654,"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."}}