{"id":"W4378953635","doi":"10.1111/cobi.14134","title":"Temperature niche composition change inside and outside protected areas under climate warming","year":2023,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Academy of Finland","keywords":"Climate change; Niche; Biodiversity; Geography; Habitat; Protected area; Global warming; Ecological niche; Ecology; Environmental science; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000157659,0.0001030728,0.0001082865,0.00004247259,0.0001957002,0.00002536854,0.00006533955,0.0001319461,0.002147489],"category_scores_gemma":[0.00003555834,0.00009307894,0.00002109842,0.0003534095,0.0001611881,0.0001155966,0.0001376306,0.0000951275,0.0006115948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135847,"about_ca_system_score_gemma":0.00000443171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806915,"about_ca_topic_score_gemma":0.0002567908,"domain_scores_codex":[0.9992325,0.00007698646,0.0001450107,0.0002431278,0.00006640385,0.0002360003],"domain_scores_gemma":[0.9996923,0.00005173941,0.00006596073,0.000116891,0.00001808675,0.00005505109],"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":[0.00004253074,0.00003409938,0.4627157,0.00002348937,0.00001140875,0.000006258577,0.0003822562,0.000004453584,0.524187,0.004013261,0.006919311,0.001660252],"study_design_scores_gemma":[0.0003188078,0.00003922669,0.9838403,0.00001152685,0.000006499048,0.00001261766,0.0005037091,0.0003326602,0.003350436,0.0004216802,0.01102844,0.0001340955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886732,0.00003685603,0.00002024291,0.009532882,0.0001274119,0.0003240009,0.00007789168,0.0001893006,0.001018283],"genre_scores_gemma":[0.9942859,0.0001948478,0.0000395574,0.004354584,0.00003485846,0.0001221903,0.0008862554,0.000008543507,0.00007330377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5211246,"threshold_uncertainty_score":0.9987647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06489181924976815,"score_gpt":0.2827167798282842,"score_spread":0.2178249605785161,"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."}}