{"id":"W3157968483","doi":"10.24908/iqurcp.9411","title":"11. Mitigation of Wildlife Collision Mortality at Little Cataraqui Creek Wetland","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Wildlife; Threatened species; Waterfowl; Marsh; Front (military); Geography; Wildlife refuge; Ecology; Ecosystem; Turtle (robot); Environmental science; Population; Fishery; Habitat; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002748136,0.0001877391,0.0001043267,0.0003220132,0.001276904,0.0006040981,0.0009504398,0.0003788552,0.006745261],"category_scores_gemma":[0.0009389548,0.00006936536,0.0002344329,0.0001784585,0.0001994928,0.0001983286,0.0007905064,0.0001868682,0.0007288408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001692541,"about_ca_system_score_gemma":0.005773454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2405764,"about_ca_topic_score_gemma":0.6242402,"domain_scores_codex":[0.9997635,0.0000351791,0.000005983428,0.00002427808,0.00008552873,0.0000854234],"domain_scores_gemma":[0.9994159,0.00003766893,0.00008038039,0.00002825727,0.0002369266,0.0002008415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007138187,0.001691219,0.3591485,0.0007746342,0.00007668396,0.001504826,0.003800241,0.00824051,0.04679271,0.002121446,0.05061982,0.5245156],"study_design_scores_gemma":[0.0001117284,0.002036594,0.9153771,0.0001896144,0.00006886642,0.0002177364,0.005401224,0.005333766,0.005416807,0.0003565307,0.06546213,0.00002788269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145418,0.0002716722,0.002920788,0.002160022,0.0001393866,0.0004675008,0.0005196903,0.0003207547,0.0786583],"genre_scores_gemma":[0.9727447,0.0002190803,0.003803192,0.0002639658,0.00002645968,0.0002120075,0.000393325,0.00001484599,0.0223225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405764,"threshold_uncertainty_score":0.4783522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08215023912067619,"score_gpt":0.3618905041268409,"score_spread":0.2797402650061647,"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."}}