{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002755422,0.0001943806,0.0002091655,0.0005774419,0.0004879908,0.0005659229,0.0002806181,0.0002166752,0.0006965044],"category_scores_gemma":[0.0008453171,0.0001233834,0.0003818825,0.0006854956,0.000468613,0.0002743414,0.0003433288,0.0002255518,0.00007452061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461315,"about_ca_system_score_gemma":0.001459089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6068639,"about_ca_topic_score_gemma":0.7804182,"domain_scores_codex":[0.9998148,0.00002227023,0.000006550666,0.00006662475,0.00003180989,0.00005790999],"domain_scores_gemma":[0.9995292,0.00006870607,0.0001458868,0.00002736488,0.0001135627,0.0001153624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007106952,0.000008207099,0.9924861,0.00001597468,0.00006243832,0.00003266454,0.0004819293,0.0014849,0.002307235,0.00008459715,0.0001173431,0.00284762],"study_design_scores_gemma":[8.317159e-7,0.000005896959,0.9980232,0.000003052567,0.000008914626,0.00001508272,0.0001954629,0.00148499,0.00008539791,0.00002129382,0.0001532391,0.00000265989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991801,0.00006590781,0.0001846261,0.00001299672,0.000001281797,0.000001992764,0.0002759385,0.000005481117,0.000271568],"genre_scores_gemma":[0.999396,0.00002394746,0.0001775833,0.000006408995,0.000001095356,0.000002236407,0.0002743916,0.000002047674,0.000116265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6068639,"threshold_uncertainty_score":0.7909027,"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."}}