{"id":"W2136284354","doi":"10.5751/es-00379-060105","title":"A Framework for Evaluating Land Use Planning Alternatives: Protecting Biodiversity on Private Land","year":2002,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nature Conservancy","keywords":"Biodiversity; Land use; Business; Environmental resource management; Environmental planning; Land management; Land-use planning; Agroforestry; Natural resource economics; Geography; Environmental science; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01935112,0.003417882,0.002011393,0.006168621,0.002302918,0.006852417,0.004988107,0.004349975,0.007705799],"category_scores_gemma":[0.02093699,0.0008997172,0.002849842,0.005765839,0.005520841,0.005084717,0.004295338,0.002873242,0.00052152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169276,"about_ca_system_score_gemma":0.01135558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02647272,"about_ca_topic_score_gemma":0.02951328,"domain_scores_codex":[0.9829344,0.01296994,0.0005090987,0.0006722661,0.002108801,0.0008054193],"domain_scores_gemma":[0.9897426,0.007380619,0.0009708096,0.0004134912,0.001077835,0.0004146931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005041362,0.0001727301,0.001673056,0.000297537,0.0001990381,0.0001640506,0.0004038031,0.5505924,0.0003944725,0.4233195,0.002828336,0.01990468],"study_design_scores_gemma":[0.00009362115,0.0003557173,0.0009891972,0.0003477251,0.0001475111,0.0001167349,0.00091038,0.5029062,0.0003938192,0.478622,0.01503731,0.00007971869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01451676,0.00109332,0.9434361,0.003965248,0.0001101422,0.001384774,0.001201694,0.0002595249,0.0340324],"genre_scores_gemma":[0.2545677,0.001460197,0.7364922,0.0005006699,0.00008559033,0.003958554,0.000660896,0.00006941397,0.002204756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02647272,"threshold_uncertainty_score":0.1023397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153130433928871,"score_gpt":0.3057480974175679,"score_spread":0.1904350540246808,"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."}}