{"id":"W4414356257","doi":"10.1051/bcas/2025001","title":"Scaling Up Mainstreaming Biodiversity through National Park Reforms in China","year":2025,"lang":"en","type":"article","venue":"Bulletin of the Chinese Academy of Sciences","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstreaming; Biodiversity; Corporate governance; China; National park; Ecosystem services; Biodiversity conservation; Global biodiversity","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":[],"consensus_categories":[],"category_scores_codex":[0.0007650596,0.00008464235,0.000111218,0.00004915073,0.0001931949,0.000008208625,0.000657345,0.00004079938,0.0003874654],"category_scores_gemma":[0.0001177765,0.00005203824,0.00005616207,0.000567113,0.0008976522,0.0000954877,0.0006544797,0.0001004126,0.00002735428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009144763,"about_ca_system_score_gemma":0.000006862072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009435201,"about_ca_topic_score_gemma":0.00001764077,"domain_scores_codex":[0.9989118,0.00004097982,0.0002349789,0.0002109174,0.0004700409,0.0001312943],"domain_scores_gemma":[0.9997243,0.00005773428,0.0001422396,0.0000586266,0.000002037423,0.00001500943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002006701,0.00009823073,0.9726527,0.00003271874,0.00001011034,1.327898e-7,0.000522194,0.004741949,0.002352272,0.004124307,0.01308959,0.002355753],"study_design_scores_gemma":[0.0002401093,0.000007202053,0.9702172,0.0000485196,0.00000378085,3.624807e-7,0.0002060088,0.000245185,0.002718651,0.008949094,0.01729869,0.00006521692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313549,0.00003644481,0.00001733063,0.02677214,0.00006221647,0.0001409759,0.000004713424,0.000006497887,0.04160477],"genre_scores_gemma":[0.9951071,0.00005374426,0.001005193,0.002601682,0.000004258498,0.000003006556,4.306199e-7,0.000001125558,0.0012235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06375215,"threshold_uncertainty_score":0.4242474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415650604076509,"score_gpt":0.2599731193700892,"score_spread":0.2458166133293241,"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."}}