{"id":"W2159811562","doi":"10.3354/esr00162","title":"Indicators of the impact of climate change on migratory species","year":2008,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of East Anglia","keywords":"Climate change; Ornithology; Wildlife; Geography; Endangered species; Ecology; Habitat; Biology; Southern Hemisphere","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":[],"category_scores_codex":[0.0005866757,0.0001763894,0.0002693296,0.0002083606,0.0003830141,0.00001436817,0.0007409044,0.00009964735,0.06039876],"category_scores_gemma":[0.0002051583,0.0001142772,0.0002937407,0.001574662,0.002207663,0.000120585,0.000596626,0.0003734291,0.0006117313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009385036,"about_ca_system_score_gemma":0.00003818004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006562518,"about_ca_topic_score_gemma":0.0002371563,"domain_scores_codex":[0.997107,0.0002500803,0.0003142401,0.0002996981,0.001410424,0.0006185528],"domain_scores_gemma":[0.9987944,0.0001753073,0.0001646056,0.0006676931,0.00005256659,0.0001454081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001713783,0.000599205,0.8732793,0.00003586438,0.00004067773,0.00001685722,0.004269188,0.00001039519,0.04293293,0.003860686,0.07348344,0.001300094],"study_design_scores_gemma":[0.0002430044,0.0002380369,0.944589,0.00002294971,0.000002661526,0.000004648206,0.001635311,0.000003627916,0.0346895,0.00002470657,0.01844082,0.0001057571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8055725,0.00009703774,2.61984e-7,0.0002312062,0.00008279444,0.0003085919,0.0004683356,0.00001647465,0.1932228],"genre_scores_gemma":[0.9964194,0.001355673,0.000005893393,0.00003093902,0.00008035259,0.00003646158,0.00001768412,0.00001806295,0.002035505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1911873,"threshold_uncertainty_score":0.9404601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1290909437156184,"score_gpt":0.3532069048231155,"score_spread":0.2241159611074971,"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."}}