{"id":"W6959011933","doi":"10.71613/8c7fe77a","title":"NESP RL Project 3.17 - Improving environmental outcomes on conserved and managed lands","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention on Biological Diversity; Biodiversity; Work (physics); Land use; Land management; Resilience (materials science); Sustainability; Ecosystem services; Adaptive management","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":[0.01983277,0.0005645962,0.0005039583,0.001630077,0.001228016,0.003090634,0.002756812,0.00118102,0.02552669],"category_scores_gemma":[0.01924073,0.0002613276,0.0008587607,0.001608414,0.001328341,0.001910003,0.006394574,0.001715122,0.003438075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008645756,"about_ca_system_score_gemma":0.03539519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08515923,"about_ca_topic_score_gemma":0.1233784,"domain_scores_codex":[0.9890326,0.004504084,0.000297684,0.0004149346,0.004357688,0.001393032],"domain_scores_gemma":[0.9886014,0.001730942,0.001053917,0.0009817834,0.005577745,0.002054209],"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":[0.0009736035,0.001347053,0.01012219,0.006890159,0.0001996652,0.0003754206,0.004345221,0.003076,0.002551568,0.0997276,0.3743616,0.4960298],"study_design_scores_gemma":[0.0004349048,0.001985866,0.0632596,0.004528916,0.0001830805,0.0002779603,0.002682288,0.002334475,0.003884369,0.01614644,0.9042253,0.00005675336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09370365,0.01032248,0.03364573,0.04876718,0.003010166,0.01154764,0.04855917,0.004182627,0.7462614],"genre_scores_gemma":[0.5159931,0.01138553,0.09626182,0.02077962,0.0003627917,0.01284172,0.04136252,0.001528648,0.2994843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08515923,"threshold_uncertainty_score":0.1693271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461981475723249,"score_gpt":0.2388262798180684,"score_spread":0.2142064650608359,"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."}}