{"id":"W6922781950","doi":"10.1371/journal.pone.0116735.t001","title":"Description of the explanatory variables used to predict the abundance of count of 5 species of dabbling ducks within a ∼ 11 km2 scale within the Prairie Pothole Region of the U.S. and Canada during 2002–2010.","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Wildlife; Abundance (ecology); Pothole (geology); Wetland; Population; Scale (ratio); Aerial survey; Breeding bird survey; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000324076,0.0002130844,0.00038233,0.00005629017,0.0002651191,0.00002705442,0.0008530539,0.00006852672,0.001755675],"category_scores_gemma":[0.0007524803,0.00009995267,0.00008308372,0.00008013841,0.000366885,0.00008294127,0.0002615257,0.0003586246,0.000001205685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000519051,"about_ca_system_score_gemma":0.0005016881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01878187,"about_ca_topic_score_gemma":0.3743271,"domain_scores_codex":[0.9982281,0.0002379895,0.0005625274,0.0001957746,0.0006425572,0.0001329965],"domain_scores_gemma":[0.9974036,0.0001778308,0.00128815,0.0007973102,0.0002921118,0.00004097964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005961011,0.00002197773,0.00007888406,0.001527739,0.00003622254,0.000001557422,0.01508464,0.0004110479,0.0001276505,0.0000551192,0.9825925,0.0000030209],"study_design_scores_gemma":[0.0002326293,0.00006108321,0.001643275,0.00742349,0.00009120356,0.000008798792,0.004432733,0.0000120996,0.001072643,0.00002411856,0.9848575,0.0001403959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03387322,0.0006885462,1.830309e-7,0.00009811229,0.0004341466,0.0004946516,0.9640461,0.000004374574,0.0003606656],"genre_scores_gemma":[0.4914383,0.00002575632,0.00001502255,0.0003226261,0.0008392045,0.00008718168,0.4984803,0.0000835516,0.00870805],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4655658,"threshold_uncertainty_score":0.9991568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05610987760963341,"score_gpt":0.1980696713005735,"score_spread":0.1419597936909401,"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."}}