{"id":"W4290830215","doi":"10.3389/fevo.2022.931260","title":"Balancing future renewable energy infrastructure siting and associated habitat loss for migrating whooping cranes","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service","keywords":"Grus (genus); Habitat; Endangered species; Environmental science; Ecology; Wind power; Wetland; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003221742,0.0001010221,0.0001687941,0.00005983674,0.0008159634,0.000008600578,0.00006879334,0.0001569765,0.00005687229],"category_scores_gemma":[0.00006157882,0.0001115006,0.00002266643,0.000139629,0.0001398461,0.0001552773,0.0001360425,0.0001786132,3.130716e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230973,"about_ca_system_score_gemma":0.00001541314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001132353,"about_ca_topic_score_gemma":0.005077426,"domain_scores_codex":[0.9990816,0.0001258912,0.0001619333,0.0002691874,0.00006018525,0.0003012235],"domain_scores_gemma":[0.9997431,0.00005841383,0.0001027432,0.00005430328,0.000005241494,0.00003621846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003368743,0.00002057375,0.9855438,0.00000625756,0.000007737568,0.000006700497,0.0003649998,0.006059166,0.0002950593,0.00001526385,0.006327404,0.001319375],"study_design_scores_gemma":[0.0005213789,0.0001146651,0.9856196,0.00000495718,0.00001984521,0.00002817505,0.00215234,0.007781739,0.00001932104,0.00275427,0.0008593898,0.0001243265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959099,0.0003689131,0.002326668,0.0002990357,0.0008633667,0.0001319986,0.00001339356,0.00002151915,0.00006515303],"genre_scores_gemma":[0.9960878,0.00002560787,0.003206877,0.0002402195,0.00005718636,0.00008032051,0.00003321999,0.00000787559,0.000260898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005468015,"threshold_uncertainty_score":0.6275814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002571971892916606,"score_gpt":0.182407301810189,"score_spread":0.1798353299172724,"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."}}