{"id":"W4411001896","doi":"10.3390/life15060892","title":"Threatened Birds in a Changing Mediterranean Wetland: Long-Term Trends and Climate-Driven Threats","year":2025,"lang":"en","type":"article","venue":"Life","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Threatened species; Term (time); Mediterranean climate; Wetland; Climate change; Near-threatened species; Geography; Ecology; Biology; Habitat","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":[0.0001233876,0.0001296434,0.0001657584,0.0001888671,0.0001053444,0.0000432224,0.0001291696,0.00007146376,0.009815667],"category_scores_gemma":[0.00001389484,0.0001138041,0.00003642178,0.0006821387,0.0001026679,0.0001095836,0.0002249197,0.00007824461,0.0001608767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583603,"about_ca_system_score_gemma":0.000004252114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005758627,"about_ca_topic_score_gemma":0.002191402,"domain_scores_codex":[0.9990291,0.00002430001,0.0001638842,0.0002703203,0.0001463169,0.0003660568],"domain_scores_gemma":[0.9996689,0.00002499288,0.00003568302,0.0001654756,0.000003039907,0.0001018974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002970307,0.00005080736,0.9802575,0.00001968287,0.000007613341,0.000018911,0.0004767934,0.000004069564,0.0008220305,0.0004815441,0.0006466818,0.01718472],"study_design_scores_gemma":[0.0007270197,0.0000262609,0.997116,0.00004273164,0.00001202563,0.000002708741,0.0003774124,0.0002537851,0.0003075979,0.00003134879,0.0009729707,0.0001301434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589061,0.000263381,0.00001656987,0.001609306,0.0001829403,0.00008751711,0.00003486587,0.00006674503,0.03883255],"genre_scores_gemma":[0.9978511,0.0006191384,0.00001186192,0.0006777402,0.00003227336,0.00002585789,0.00007091618,0.000008259785,0.000702868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03894496,"threshold_uncertainty_score":0.9910895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021078715926174,"score_gpt":0.2847568634756189,"score_spread":0.2545460763163572,"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."}}