{"id":"W7053414651","doi":"","title":"Vegetative preferences and the impact of Dutch Elm Disease (Ophiostoma ulmi) on bird abundance in Winnipeg, Manitoba","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abundance (ecology); Insectivore; Habitat; Dutch elm disease; Nest (protein structural motif); Deciduous; Ulmaceae; Forage; Parakeet; Riparian zone","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":[0.0001985123,0.0002397385,0.0001317953,0.000525008,0.0008542211,0.0006065796,0.0004326999,0.0001320619,0.0009612582],"category_scores_gemma":[0.0004233178,0.0002083117,0.0001471737,0.0006404765,0.0004838431,0.0002021798,0.0006163548,0.0001956659,0.0001249931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003774651,"about_ca_system_score_gemma":0.001436905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.833299,"about_ca_topic_score_gemma":0.9714378,"domain_scores_codex":[0.9998326,0.00002501902,0.000007935893,0.00003336013,0.00004010553,0.00006093438],"domain_scores_gemma":[0.9997048,0.00002011561,0.0001023244,0.00000806521,0.0000694138,0.00009534245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000731148,0.00004076704,0.9898521,0.00003221987,0.00003458099,0.00027636,0.001856233,0.00007072352,0.002902504,0.00003916619,0.000308554,0.004513649],"study_design_scores_gemma":[8.266741e-7,0.00001171294,0.9987994,0.000004277628,0.000003794883,0.00002644435,0.0008946863,0.00001898471,0.00004200406,0.000002567864,0.0001940193,0.000001102023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989624,0.0001121288,0.00002566673,0.00003279417,0.000001933173,0.00001036101,0.0002508152,0.000001406283,0.0006024007],"genre_scores_gemma":[0.9983395,0.0002267083,0.000159731,0.00004025716,0.000001624331,0.00001273752,0.0002736889,0.000001592203,0.0009440376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166701,"threshold_uncertainty_score":0.3353654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009145468303263684,"score_gpt":0.2130169948339707,"score_spread":0.2038715265307071,"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."}}