{"id":"W2178155389","doi":"10.1642/0004-8038(2003)120[0266:roabc]2.0.co;2","title":"RADAR ORNITHOLOGY AND BIOLOGICAL CONSERVATION","year":2003,"lang":"en","type":"article","venue":"The Auk","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Clemson University; U.S. Navy; U.S. Department of Defense","keywords":"Ornithology; Conservation biology; Geography; Ecology; Biology; Southern Hemisphere","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001519345,0.00002884026,0.00003383247,0.000002495354,0.00009060171,0.000002157152,0.00004499175,0.00003926851,0.002140218],"category_scores_gemma":[0.00003225069,0.00001622325,0.000006104357,0.00003044584,0.0003305869,0.0000204964,0.00002733889,0.00004765248,0.0004421156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007537002,"about_ca_system_score_gemma":0.000001529182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005066717,"about_ca_topic_score_gemma":0.00002196268,"domain_scores_codex":[0.9997182,0.00007978205,0.00003789229,0.00007003947,0.00001983203,0.00007421946],"domain_scores_gemma":[0.9998629,0.00004381996,0.00001381372,0.00006491395,7.690524e-7,0.00001374438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003111791,0.00001113685,0.9953267,9.998835e-8,6.495963e-7,0.000002674648,0.00005052752,3.965492e-7,0.002376759,0.0004398503,0.0008892826,0.0008988273],"study_design_scores_gemma":[0.00007425984,0.00003408578,0.9855262,1.860778e-7,0.000003428309,0.00003703622,0.0000336301,9.493312e-7,0.0005167496,0.002096265,0.01165084,0.00002635755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945996,0.00001374418,0.00005650002,0.0009234364,0.00003601398,0.00004962414,4.319165e-7,0.000009820516,0.004310783],"genre_scores_gemma":[0.9977273,0.000007246364,0.000346395,0.00118115,0.000003810146,0.000003858652,5.925286e-7,0.000001210509,0.0007283937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076156,"threshold_uncertainty_score":0.998772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636332808833524,"score_gpt":0.2364066055767288,"score_spread":0.2100432774883935,"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."}}