{"id":"W2021838692","doi":"10.1650/condor-13-072.1","title":"A multiscale assessment of tree avoidance by prairie birds","year":2014,"lang":"en","type":"article","venue":"Ornithological Applications","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Delta Waterfowl; University of Minnesota","keywords":"Grassland; Habitat; Abundance (ecology); Ecology; Vegetation (pathology); Litter; Shrub; Geography; Forestry; Agroforestry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001958435,0.00008790519,0.000133391,0.00001028147,0.0001302349,0.000004932886,0.0002391746,0.0001065673,0.001425489],"category_scores_gemma":[0.00002649763,0.00006810883,0.00004083942,0.0001629196,0.0004851847,0.00004834267,0.0001115814,0.0001383359,0.0005812213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003550315,"about_ca_system_score_gemma":0.000004131968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001065919,"about_ca_topic_score_gemma":0.00004156448,"domain_scores_codex":[0.9991904,0.0000711801,0.0001819233,0.0002686924,0.0001203679,0.0001674733],"domain_scores_gemma":[0.9994535,0.0001083669,0.00009377493,0.0002649128,0.000007585655,0.0000717994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001741228,0.000382258,0.9563218,0.000001651666,0.000001537535,3.233175e-7,0.00000798083,0.00001873444,0.02064564,0.0001672179,0.003055023,0.01939604],"study_design_scores_gemma":[0.000150881,0.00008881911,0.949922,0.000001073138,0.00001173987,0.000003879265,0.000008264597,0.00003150573,0.001202921,0.0007201419,0.04777414,0.00008462182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170972,0.000008527231,0.1535443,0.001094404,0.00001819875,0.0004347855,0.00003136066,0.00008425293,0.02768702],"genre_scores_gemma":[0.9783914,0.000002689459,0.01924674,0.0002251862,0.00001381049,0.0005111807,0.00001768757,0.000005948895,0.001585369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612942,"threshold_uncertainty_score":0.9994873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073548858243948,"score_gpt":0.2775145808800593,"score_spread":0.2667790922976198,"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."}}