{"id":"W4390462929","doi":"10.1672/ucrt083-249","title":"Assisting Nature: Ducks, “Ding” and DU","year":2018,"lang":"en","type":"article","venue":"Wetland Science and Practice","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Wildlife; Foundation (evidence); Environmental ethics; Geography; Political science; Archaeology; Ecology; Biology; 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":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.003517809,0.00004176395,0.00005692043,0.0001812415,0.00417045,0.001190632,0.0001427325,0.00006291541,0.00008995955],"category_scores_gemma":[0.008611763,0.0000446967,0.000007706371,0.0004993512,0.00318268,0.001348889,0.00004537823,0.0001462308,0.00002886756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194875,"about_ca_system_score_gemma":0.0007734519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03894994,"about_ca_topic_score_gemma":0.1805689,"domain_scores_codex":[0.9990187,0.00008752847,0.00006724084,0.000218174,0.000385774,0.0002225657],"domain_scores_gemma":[0.9990031,0.0003788502,0.00006047392,0.00008089233,0.0002745842,0.0002021439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001495178,0.0001157634,0.02291643,0.00004827886,0.00003324879,0.0001038349,0.1323037,5.800082e-7,0.004248575,0.2122494,0.2213764,0.4064543],"study_design_scores_gemma":[0.00006898803,0.00002111898,0.007895885,0.000007023134,0.00001089377,0.00003011283,0.002361825,0.00002010968,0.000006259925,0.0002345165,0.9892693,0.00007395737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2769496,0.001033286,0.00001404545,0.02554153,0.001082219,0.00009731751,0.000002801736,0.00004020142,0.695239],"genre_scores_gemma":[0.9938962,0.0005282958,0.0003789322,0.001981315,0.0006541389,0.000001299493,2.132138e-7,0.000002654378,0.002556902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7678929,"threshold_uncertainty_score":0.9998462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513210564424244,"score_gpt":0.3035844764225211,"score_spread":0.2884523707782787,"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."}}