{"id":"W7127188073","doi":"10.1051/bcas/2025001/pdf","title":"Scaling Up Mainstreaming Biodiversity through National Park Reforms in China","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstreaming; Biodiversity; Corporate governance; National park; China; Ecosystem services; Biodiversity conservation; Global biodiversity; Transparency (behavior)","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":[0.003769034,0.0002451476,0.0002761669,0.001033622,0.002015211,0.002325285,0.001207905,0.0008626739,0.002531549],"category_scores_gemma":[0.003986961,0.0001977161,0.0003537305,0.001400487,0.001952748,0.001819655,0.004010634,0.0008261439,0.00009055293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009286179,"about_ca_system_score_gemma":0.03050944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08773034,"about_ca_topic_score_gemma":0.1552072,"domain_scores_codex":[0.99787,0.0004618968,0.0001094336,0.000267307,0.0003462259,0.0009450971],"domain_scores_gemma":[0.9974265,0.0003399386,0.0003406566,0.0002785553,0.0005234365,0.001090975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004392427,0.001807216,0.3232798,0.00106867,0.000242648,0.002389097,0.01279147,0.01981073,0.0146193,0.1437131,0.01931745,0.4605211],"study_design_scores_gemma":[0.0004120838,0.000840103,0.8417444,0.0002363356,0.0002043435,0.0002186314,0.008389468,0.02177763,0.005194832,0.01871533,0.1021323,0.0001346125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782953,0.0007337892,0.001853323,0.004516728,0.00007608557,0.0002931477,0.0001274432,0.0001130218,0.01399114],"genre_scores_gemma":[0.9956808,0.000192237,0.00110279,0.0007339068,0.0000157163,0.00007057148,0.00009679593,0.000007066478,0.002100007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08773034,"threshold_uncertainty_score":0.1744394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173322410884412,"score_gpt":0.2204442001784179,"score_spread":0.2087109760695738,"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."}}