{"id":"W4362594533","doi":"10.21203/rs.3.rs-2764349/v1","title":"Effectiveness of Heilongjiang Nanwenghe Nature Reserve in Improving Habitat Quality in and around the Reserve","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nature reserve; Spillover effect; Habitat; Buffer zone; National nature reserve; Conservation Reserve Program; Protected area; Biodiversity; Quality (philosophy); Environmental resource management; Geography; Ecology; Environmental science; Agriculture; Economics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631417,0.0003659743,0.000312945,0.0005217603,0.0003790968,0.001096491,0.0007900537,0.0003135169,0.001959996],"category_scores_gemma":[0.001509366,0.0001090646,0.0004572793,0.0005206502,0.0005933198,0.001044395,0.0009092929,0.0003150228,0.00008855699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002696868,"about_ca_system_score_gemma":0.003082051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08294882,"about_ca_topic_score_gemma":0.1263854,"domain_scores_codex":[0.9995166,0.0001952276,0.00001834519,0.00005425628,0.00008122237,0.0001343107],"domain_scores_gemma":[0.9990758,0.0002488593,0.0001742414,0.00008763329,0.0001964268,0.0002171236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005501592,0.0004783325,0.498818,0.0003535558,0.0003854178,0.0008359713,0.0003933866,0.4098518,0.006459706,0.009110293,0.002430422,0.07033291],"study_design_scores_gemma":[0.0001028251,0.0006227263,0.4558485,0.0001070588,0.0002566022,0.0001497347,0.001885035,0.5304875,0.002185693,0.003128469,0.005161607,0.00006419602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921719,0.0002350945,0.002813935,0.0003637526,0.00002298704,0.00005135179,0.0002550922,0.00004172618,0.004044269],"genre_scores_gemma":[0.9986752,0.00006849883,0.0007868442,0.00001831059,0.00000330348,0.0000106212,0.00007211429,0.000002806551,0.0003622452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08294882,"threshold_uncertainty_score":0.164932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435546759793163,"score_gpt":0.3835324871904528,"score_spread":0.3291770195925212,"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."}}