{"id":"W1986276978","doi":"10.1098/rsbl.2012.0876","title":"North American ornithology in transition","year":2012,"lang":"en","type":"article","venue":"Biology Letters","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Ornithology; Transition (genetics); Evolutionary biology; Conservation biology; Ecology; Zoology; Southern Hemisphere; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008654087,0.00005323349,0.00007101005,0.00001922385,0.00002414647,0.00000167602,0.00005955419,0.00002161214,0.006877244],"category_scores_gemma":[0.000006943197,0.0000476056,0.0000184107,0.0001531091,0.0003006596,0.00004921536,0.00002071374,0.00005598221,0.001306967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417139,"about_ca_system_score_gemma":5.775159e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002133726,"about_ca_topic_score_gemma":0.001346682,"domain_scores_codex":[0.9994752,0.00007013179,0.00007108324,0.00009930845,0.00002723485,0.0002569797],"domain_scores_gemma":[0.999851,0.00001553188,0.00002403679,0.00006716589,7.072701e-7,0.00004154445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006352232,0.00002967047,0.9790884,3.839483e-7,0.000001186777,0.000001451353,0.0001954886,0.000002819857,0.0168492,0.000047652,0.002577994,0.001199411],"study_design_scores_gemma":[0.000097952,0.00001656223,0.9817682,2.161912e-7,0.000001627232,0.000005886024,0.0001497563,0.000001576374,0.0001961812,0.000001716511,0.01770032,0.00006002677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938088,0.00000789594,0.0001808882,0.003904077,0.0001012729,0.00004328595,0.00001511005,0.00001900255,0.001919647],"genre_scores_gemma":[0.9916388,0.000009927568,0.0000378362,0.008194542,0.00002836641,0.00001129867,0.00007061428,0.00000283971,0.000005720227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665302,"threshold_uncertainty_score":0.9994707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181876486303898,"score_gpt":0.241862687897531,"score_spread":0.2236750392671412,"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."}}