{"id":"W2160162839","doi":"10.1525/cond.2012.110146","title":"A Spatial Analysis of Factors Affecting Nesting Success of Shorebirds in the Canadian Prairies","year":2013,"lang":"en","type":"article","venue":"Ornithological Applications","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ducks Unlimited Canada; Trent University; Ministry of Natural Resources and Forestry","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada","keywords":"Sandpiper; Habitat; Nest (protein structural motif); Ecology; Geography; Grassland; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002177888,0.00006352162,0.0001540325,0.00007610516,0.0001493915,0.000009368238,0.0002568479,0.00008321935,0.001123945],"category_scores_gemma":[0.00007867519,0.00003933229,0.00005099536,0.0009183955,0.000411236,0.0000560865,0.00004658493,0.0001198148,0.00003542695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310875,"about_ca_system_score_gemma":0.00001174585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02720563,"about_ca_topic_score_gemma":0.5837197,"domain_scores_codex":[0.9993333,0.00007942943,0.0001876372,0.0001477745,0.00009786184,0.0001540527],"domain_scores_gemma":[0.9994336,0.0002450698,0.00009601527,0.0001686839,0.00001204118,0.00004456504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[5.038909e-7,0.0000600381,0.9970144,0.000001098444,0.000006681166,5.365482e-7,0.0003771635,0.0001970387,0.0002732293,0.00002310749,0.00001060528,0.002035578],"study_design_scores_gemma":[0.00002690177,0.00002054797,0.9990693,8.990616e-7,0.00007614226,0.000001111325,0.0004231382,0.00002457885,0.0001410404,0.0001406415,0.00003093846,0.00004473824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967002,0.000002220445,0.0006991058,0.000323316,0.000004608969,0.0003516279,0.00001129597,0.000008112629,0.001899475],"genre_scores_gemma":[0.9993026,3.60149e-7,0.0004705616,0.0000482422,0.000004335056,0.0001392126,0.0000162761,0.000002220223,0.00001621209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5565141,"threshold_uncertainty_score":0.9997892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02149530583388651,"score_gpt":0.2668602143973689,"score_spread":0.2453649085634824,"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."}}