{"id":"W4411207075","doi":"10.54119/jaas.2024.7811","title":"Rapid Expansion of the Limpkin Aramus guarauna Across Anglo-America","year":2024,"lang":"en","type":"article","venue":"Journal of the Arkansas Academy of Science","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; History; Geology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001627573,0.0001119748,0.0002036132,0.00005303654,0.0003401096,0.0000249787,0.002067895,0.0000931012,0.0003267289],"category_scores_gemma":[0.0001376148,0.00005551913,0.0002256328,0.001332167,0.004982518,0.0005837341,0.0005514723,0.000579841,0.00002756226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184079,"about_ca_system_score_gemma":0.00009059056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009681166,"about_ca_topic_score_gemma":0.000001929355,"domain_scores_codex":[0.9980123,0.00008788249,0.0004940358,0.0002016485,0.0008851373,0.000319012],"domain_scores_gemma":[0.9990834,0.0001033603,0.0005015266,0.0002078002,0.00001978275,0.00008414135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006299053,0.0001667551,0.121073,0.0000300613,0.00002220403,0.000009169579,0.005019076,0.001616722,0.771383,0.00007875602,0.004087707,0.09645063],"study_design_scores_gemma":[0.0001343374,0.0001182896,0.8225675,0.0001417734,0.00003996134,0.0001595068,0.0004892431,0.0002354194,0.1692449,0.0007208005,0.006063105,0.00008520354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934172,0.000391871,0.00004608564,0.00496787,0.0006513019,0.0001108796,0.000006198004,0.000005219336,0.0004033592],"genre_scores_gemma":[0.9984977,0.0001102692,0.0004465464,0.0005689798,0.00004752631,0.000001088843,1.722461e-8,0.000005839376,0.0003220348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7014945,"threshold_uncertainty_score":0.9977254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878956353487753,"score_gpt":0.2918138171145179,"score_spread":0.2730242535796404,"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."}}