{"id":"W3158777597","doi":"10.24908/iqurcp.9378","title":"3. Local and Landscape-Scale Variables Influencing the Use of Ponds by Wood Frogs (Lithobates sylvaticus) in the Shakwak Valley, Yukon","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lithobates; Habitat; Vegetation (pathology); Ecology; Amphibian; Population; Scale (ratio); Geography; Biology; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001455677,0.0001032369,0.0001380411,0.0004915593,0.0004021197,0.0004900204,0.0001676825,0.0001657175,0.001314301],"category_scores_gemma":[0.0003283172,0.00008427508,0.0001769035,0.000537914,0.0004544534,0.0002273289,0.0003294026,0.0001209316,0.0001000689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805292,"about_ca_system_score_gemma":0.0005793587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09287166,"about_ca_topic_score_gemma":0.3422697,"domain_scores_codex":[0.9998842,0.00001942616,0.000007728712,0.00002955099,0.00001580074,0.0000431047],"domain_scores_gemma":[0.999796,0.00003412467,0.00007060896,0.00001007923,0.00003749706,0.00005169884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001190755,0.000008929294,0.9974511,0.000005844643,0.0000118355,0.00005297402,0.0001817523,0.0000842665,0.000857386,0.00002072282,0.00002843621,0.00128481],"study_design_scores_gemma":[4.459232e-7,0.00000595821,0.9995674,9.062889e-7,0.000001696219,0.00001412613,0.0003268846,0.00003814434,0.00001383619,0.000003792155,0.0000262194,5.669821e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997945,0.00001215502,0.0000150383,0.000004714097,1.873707e-7,0.000001106227,0.00003383704,8.747731e-7,0.0001375608],"genre_scores_gemma":[0.9997718,0.00001220876,0.00003768961,0.000003636892,3.087136e-7,0.000001915828,0.00007957393,5.209167e-7,0.00009236029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9071283,"threshold_uncertainty_score":0.1846622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022223505625102,"score_gpt":0.3250722606604129,"score_spread":0.2228499100979027,"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."}}