{"id":"W2086107328","doi":"10.1371/journal.pone.0122588","title":"Population Census of a Large Common Tern Colony with a Small Unmanned Aircraft","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Sainte-Anne; McGill University","funders":"Kenneth M. Molson Foundation; Fonds en Fiducie pour la Faune du Nouveau-Brunswick; Fonds Québécois de la Recherche sur la Nature et les Technologies; Canadian Wildlife Federation; Molson Foundation","keywords":"Tern; Hirundo; Nest (protein structural motif); Population; Sterna; Biology; Range (aeronautics); Ecology; Environmental science; Geography; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001215997,0.00006446055,0.0001395477,0.00001456186,0.00003819293,0.000002987051,0.00009284768,0.00006036391,0.0001998427],"category_scores_gemma":[0.00001520582,0.00005430569,0.00001292589,0.00008415084,0.00006749545,0.00005808925,0.00006434148,0.00007056276,0.0001524014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006622546,"about_ca_system_score_gemma":0.000004500153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954497,"about_ca_topic_score_gemma":0.003285886,"domain_scores_codex":[0.9993976,0.00003691313,0.000124166,0.0001251758,0.0001609652,0.000155141],"domain_scores_gemma":[0.9996892,0.00001314515,0.00007759932,0.0001408046,0.000008697428,0.00007056155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008204193,0.001322206,0.9964449,0.00000626794,0.00001254901,0.000009526568,0.0001793888,0.00001408034,0.001705894,0.000006445824,0.00008911373,0.0001276192],"study_design_scores_gemma":[0.0006424463,0.0004004767,0.9951862,0.00002114252,0.00007025912,0.000002173418,0.00004786262,0.00009345498,0.00330357,0.00007412953,0.00007856339,0.00007975044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987705,0.00000586345,0.00001992823,0.0001802688,0.00001195881,0.0001898071,0.00001666083,0.00002683643,0.0007781214],"genre_scores_gemma":[0.9967238,5.633303e-7,0.002402959,0.00009650745,0.000009466132,0.00001409944,0.00002969304,0.000007784062,0.0007151186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003090436,"threshold_uncertainty_score":0.2214522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273912687565129,"score_gpt":0.2370831543191216,"score_spread":0.1843440274434703,"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."}}