{"id":"W3007116468","doi":"10.1002/jwmg.21840","title":"Species‐Habitat Relationships and Priority Areas for Marsh‐Breeding Birds in Ontario","year":2020,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; Birds Canada","funders":"Environment and Climate Change Canada; TD Friends of the Environment Foundation","keywords":"Marsh; Geography; Ecology; Habitat; Breeding bird survey; Forestry; Wetland; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570774,0.0001770922,0.0001484108,0.0005084079,0.0009124273,0.000607578,0.0004120258,0.0001437062,0.001969242],"category_scores_gemma":[0.0007390333,0.0002018369,0.0002687786,0.0009961649,0.0003977309,0.0002399972,0.0005113664,0.0001500171,0.0001421922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00777053,"about_ca_system_score_gemma":0.006231941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760169,"about_ca_topic_score_gemma":0.9950238,"domain_scores_codex":[0.9998626,0.00001025686,0.000007410075,0.00003839594,0.00003391029,0.0000474789],"domain_scores_gemma":[0.9994509,0.00006022767,0.0001649144,0.00002269091,0.000161808,0.0001395356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002846283,0.000007462314,0.9951139,0.00002667305,0.00002690359,0.00004274294,0.0005488166,0.0005913147,0.0006188311,0.0001119774,0.0005097011,0.002373256],"study_design_scores_gemma":[0.000004060154,0.00000607833,0.996947,0.000009705236,0.00001097208,0.00001997561,0.0006848982,0.001378631,0.00005998873,0.00003505237,0.0008396948,0.000004068821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976671,0.00007724769,0.0001341871,0.00005482186,0.000001709099,0.000007337301,0.0009819035,0.000009303762,0.00106655],"genre_scores_gemma":[0.9984766,0.00006614143,0.0001856278,0.00001116878,8.309034e-7,0.000007441749,0.0005396706,0.000002864847,0.0007096401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398306,"threshold_uncertainty_score":0.05637938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06930748704507024,"score_gpt":0.2459554555269437,"score_spread":0.1766479684818735,"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."}}