{"id":"W4410404707","doi":"10.17520/biods.2024525","title":"Advances and prospects in research on other effective area-based conservation measures (OECMs)","year":2025,"lang":"en","type":"article","venue":"Biodiversity Science","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Biodiversity conservation; Environmental resource management; Geography; Environmental planning; Biodiversity; Environmental science; Ecology; 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":[0.01510233,0.0008758858,0.001059937,0.00307207,0.001331715,0.005122723,0.002194715,0.001784933,0.01035338],"category_scores_gemma":[0.01166475,0.0002224554,0.0009063995,0.005318967,0.005115842,0.007234051,0.002079729,0.002365438,0.0007206989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00517162,"about_ca_system_score_gemma":0.01733417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0183786,"about_ca_topic_score_gemma":0.02092445,"domain_scores_codex":[0.9946969,0.002305915,0.0003073193,0.0009671389,0.001320969,0.0004017263],"domain_scores_gemma":[0.9809342,0.0115114,0.00178149,0.0010654,0.003751487,0.0009560693],"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":[0.00005997087,0.0001817736,0.01339602,0.009085481,0.0001200616,0.0001468382,0.002580663,0.002175053,0.0007199431,0.192944,0.008033879,0.7705563],"study_design_scores_gemma":[0.00004397133,0.0006022915,0.06891534,0.03054209,0.0004127442,0.0005221234,0.01641792,0.008229543,0.002384681,0.2000465,0.6716271,0.0002557616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0426123,0.7711328,0.03753183,0.05759611,0.002853376,0.0003264395,0.0005868508,0.0001698207,0.08719039],"genre_scores_gemma":[0.4474204,0.4942947,0.04154611,0.006874149,0.002124238,0.0003704517,0.000527801,0.00006461707,0.006777464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0183786,"threshold_uncertainty_score":0.07986969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178936298590864,"score_gpt":0.3274521865285528,"score_spread":0.2095585566694664,"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."}}