{"id":"W2954494324","doi":"","title":"Historical and contemporary demography of leaf-toed geckos (Phyllodactylidae: Phyllodactylus) in the Mexican dry forest","year":2015,"lang":"en","type":"article","venue":"CUNY Academic Works (City University of New York)","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Universidad Nacional Autónoma de México","keywords":"Geography; Ecology; Biology","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":[0.0008056491,0.0002028787,0.0004293388,0.0003489318,0.0001294642,0.00001466904,0.0007599247,0.0003580107,0.00008123399],"category_scores_gemma":[0.00005148626,0.0001743316,0.0001962847,0.0009823462,0.0004599463,0.0003547114,0.00005229994,0.0007099045,0.000003890196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002036268,"about_ca_system_score_gemma":0.0001875747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746669,"about_ca_topic_score_gemma":0.004199329,"domain_scores_codex":[0.9984218,0.0002029044,0.000316821,0.000338593,0.0003859688,0.000333946],"domain_scores_gemma":[0.9987869,0.000318061,0.0002945138,0.0002589331,0.00004718603,0.000294442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000396325,0.00003366958,0.9762576,0.00001577987,0.00003426756,0.00001359724,0.001390135,0.0000573898,0.00001031348,0.00006063396,0.007141075,0.0145892],"study_design_scores_gemma":[0.001704185,0.0002326383,0.9564941,0.0001079834,0.00005142574,0.00000802411,0.005264384,0.0002785439,0.00002109649,0.001118561,0.03446669,0.0002523923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828712,0.007583717,0.0002076497,0.0009821642,0.000142863,0.0003066449,0.00002818653,0.00002763336,0.007849906],"genre_scores_gemma":[0.9986787,0.0003629193,0.0005841074,0.0001346127,0.00008892765,1.289862e-7,0.00002576308,0.00000316907,0.0001216795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02732561,"threshold_uncertainty_score":0.9890761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07086362383488833,"score_gpt":0.2124778110232065,"score_spread":0.1416141871883182,"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."}}