{"id":"W7009692414","doi":"","title":"Factors Influencing Utilization of Artificial Nesting Cylinders by Mallards and Wood Ducks in Northwest Pennsylvania and Southern Ontario","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Nesting (process); Nest (protein structural motif); Occupancy; Anas; Aythya; Wetland; Abundance (ecology)","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":[0.0001621011,0.00009644613,0.0001073708,0.0003034249,0.0005421961,0.0004296909,0.0002089329,0.0001201463,0.0007054769],"category_scores_gemma":[0.0005145457,0.0001511826,0.0001021969,0.0002909154,0.0003712106,0.0001780496,0.0002612063,0.0001123265,0.0000859599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260614,"about_ca_system_score_gemma":0.001195735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6918457,"about_ca_topic_score_gemma":0.955983,"domain_scores_codex":[0.999819,0.00002322298,0.00001209388,0.00004406578,0.00004969487,0.00005206255],"domain_scores_gemma":[0.9994431,0.00005894818,0.0002172324,0.00001359144,0.0001082993,0.0001588462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003717297,0.00001192617,0.9955901,0.000007605879,0.00001116436,0.00006075625,0.0008588851,0.00004441586,0.0008700973,0.00001534091,0.0001231044,0.00236939],"study_design_scores_gemma":[9.397213e-7,0.00001488951,0.9991071,0.000002204239,0.000002534193,0.00002162107,0.0006062228,0.00004005445,0.00003099886,0.000002281406,0.0001701022,0.000001107877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997095,0.00002712172,0.0000133457,0.000009078897,3.742141e-7,0.000001480596,0.0000377311,7.413574e-7,0.0002005896],"genre_scores_gemma":[0.9993048,0.00005356937,0.00008870479,0.000007802386,7.191476e-7,0.000003205025,0.0001074986,8.390842e-7,0.0004328555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3081543,"threshold_uncertainty_score":0.6199381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07761614367184438,"score_gpt":0.2786373921783019,"score_spread":0.2010212485064575,"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."}}