{"id":"W2614149651","doi":"","title":"Relationships among the species occupancy of marsh birds and vegetation in a wetland ecosystem: a statistics and GIS practicum with the Ottawa National Wildlife Refuge, Lake Erie","year":2015,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Wildlife refuge; Wetland; Occupancy; Marsh; Wildlife; Geography; Ecosystem; Vegetation (pathology); Ecology; Fishery; Environmental science; Biology","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":[0.002078344,0.0002012005,0.0001790766,0.002299153,0.0007923428,0.00069454,0.0005736341,0.000187175,0.002337468],"category_scores_gemma":[0.005586867,0.0003622382,0.0002951839,0.003568235,0.000470385,0.0007458705,0.0005596949,0.0003566135,0.0003926009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002603598,"about_ca_system_score_gemma":0.002126164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.512563,"about_ca_topic_score_gemma":0.826033,"domain_scores_codex":[0.9990327,0.0002989962,0.000112636,0.0001518152,0.0003381672,0.00006574987],"domain_scores_gemma":[0.9946933,0.002281768,0.0008238067,0.0004345271,0.001223307,0.0005433166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005418387,0.00001400559,0.9933962,0.000008732356,0.00002479777,0.00002128464,0.0002996997,0.0006150051,0.0001427246,0.00009734391,0.001678912,0.003647115],"study_design_scores_gemma":[0.000002440324,0.00002456628,0.9954948,0.000003609538,0.00002061027,0.0000352832,0.001057906,0.00189867,0.0002039286,0.00004761709,0.001202199,0.000008317887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830928,0.00006922153,0.001157341,0.0001617945,0.000005882707,0.00003216703,0.01213293,0.00006900593,0.003278857],"genre_scores_gemma":[0.9846987,0.00007780987,0.003503465,0.00001875161,0.000008475216,0.00005788683,0.007528218,0.00003588757,0.004070871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512563,"threshold_uncertainty_score":0.9806151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225967763633878,"score_gpt":0.200295345678987,"score_spread":0.1880356680426482,"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."}}