{"id":"W2900957722","doi":"","title":"Tall Timber: Roost Tree Selection of Reproductive Female Silver-Haired Bats (LASIONYCTERIS NOCTIVAGANS)","year":2017,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Parks Canada; University of Regina","keywords":"Selection (genetic algorithm); Biology; Zoology; Forestry; Ecology; Geography; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803779,0.0002184339,0.0005304781,0.0000444789,0.0006739561,0.000007572098,0.0004094595,0.000545865,0.00008216973],"category_scores_gemma":[0.0000989684,0.0001320687,0.0002154824,0.0001708116,0.0003106105,0.0001809867,0.0000693559,0.0002462528,0.00002310215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004849597,"about_ca_system_score_gemma":0.00003231338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002068567,"about_ca_topic_score_gemma":0.03748085,"domain_scores_codex":[0.9989533,0.00009511173,0.00003016973,0.0005408134,0.0001372654,0.0002433004],"domain_scores_gemma":[0.9987055,0.00008737107,0.0007041479,0.000149142,0.0003008306,0.00005300057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002771442,0.0004178984,0.1097227,0.0003144178,0.001231209,0.00005822593,0.003335744,0.00001766998,0.3058915,0.0003552093,0.5102304,0.06565359],"study_design_scores_gemma":[0.0002833358,0.0007083462,0.6695023,0.000133579,0.0002023125,0.000006976571,0.0137521,0.00000659711,0.005681825,0.00002323638,0.3093851,0.0003143499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080299,0.0001760981,8.947188e-7,0.08742908,0.0003498031,0.0002057083,0.00004773597,0.00003558485,0.003725166],"genre_scores_gemma":[0.6493416,0.000566238,0.0001396284,0.00000788638,0.0001405515,0.000001157128,0.0004065927,0.000002345001,0.349394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5597796,"threshold_uncertainty_score":0.9800826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557399889632592,"score_gpt":0.2071371623739611,"score_spread":0.1915631634776352,"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."}}