{"id":"W3176201353","doi":"10.17161/randa.v21i2.13989","title":"Overwintering observations of Northern Leopard Frog (Lithobates pipiens) activity under ice","year":2014,"lang":"en","type":"article","venue":"Reptiles & Amphibians","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Water Security Agency; University of Saskatchewan; Canadian Wildlife Federation","funders":"SaskPower; McMaster University","keywords":"Leopard frog; Overwintering; Leopard; Lithobates; Biology; Zoology; Ecology; Fishery; Amphibian","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002107792,0.0001345343,0.0002523039,0.000009529327,0.0002532609,0.00001182673,0.0001777514,0.0001345387,0.0001226753],"category_scores_gemma":[0.0001032381,0.00005770657,0.0001118279,0.0001383724,0.0001885041,0.0000927434,0.0001064159,0.0001006687,0.00004122661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000213037,"about_ca_system_score_gemma":0.000005414325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004840207,"about_ca_topic_score_gemma":0.02679886,"domain_scores_codex":[0.9991012,0.00009584033,0.0001875676,0.0002786804,0.00007462667,0.0002620865],"domain_scores_gemma":[0.9992918,0.0003753123,0.000124233,0.00009028812,0.00007396201,0.000044428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018588,0.00009475289,0.5484461,0.000008904606,0.00006023952,7.445299e-7,0.0001894996,0.00004031579,0.4376552,0.0004716023,0.0002481904,0.01275435],"study_design_scores_gemma":[0.00008179437,0.0001710797,0.9901553,0.0000178014,0.00002040116,0.000003871929,0.0003528297,0.00006365321,0.004076211,0.0004396426,0.004484415,0.0001330386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963672,0.00006504559,0.00003115996,0.001894003,0.0001504546,0.00009176324,0.00002866875,0.00007621058,0.001295494],"genre_scores_gemma":[0.9991037,0.00004445225,0.00008576398,0.0002628192,0.0001506455,0.00001236031,0.00001781775,0.000001192096,0.0003213077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4417092,"threshold_uncertainty_score":0.9909595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582074121234019,"score_gpt":0.2291889690251386,"score_spread":0.1933682278127984,"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."}}