{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003979795,0.0002581814,0.0001104156,0.0003422605,0.005800717,0.00161037,0.0002235254,0.0005956971,0.01020783],"category_scores_gemma":[0.0008059492,0.0001221271,0.00007460651,0.0003169659,0.001810122,0.001095959,0.001107722,0.001078195,0.002295977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964817,"about_ca_system_score_gemma":0.002525306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1241943,"about_ca_topic_score_gemma":0.4491761,"domain_scores_codex":[0.9997004,0.00008430274,0.00001013807,0.00004623702,0.00008449745,0.00007444525],"domain_scores_gemma":[0.9996291,0.00003669029,0.00002698549,0.00001436234,0.00009060415,0.0002022411],"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":[0.00001367981,0.00001902593,0.00424187,0.00006560607,0.000003045476,0.0003390551,0.01299665,0.0000159677,0.0003723099,0.01166153,0.8954061,0.07486524],"study_design_scores_gemma":[7.987281e-7,0.000005430993,0.001885832,0.00002889804,6.621285e-7,0.0001419252,0.003809253,0.000005198684,0.00002767347,0.0001849285,0.9939074,0.000002074859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04652492,0.07333872,0.001028164,0.1872083,0.03189961,0.00005706316,0.0003059669,0.0002100066,0.6594272],"genre_scores_gemma":[0.1484249,0.01917672,0.001044068,0.0233547,0.001812917,0.00002655796,0.0001189097,0.00006237464,0.8059788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8758057,"threshold_uncertainty_score":0.2469429,"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."}}