{"id":"W2924122376","doi":"10.1111/cobi.13321","title":"Practical actions for applied systematic conservation planning","year":2019,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Operationalization; Standardization; Corporate governance; Government (linguistics); Environmental planning; Context (archaeology); Integrated business planning; Business; Spatial planning; Legislature; Process management; Management science; Environmental resource management; Operational planning; Political science; Geography; Engineering; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003338245,0.00009419072,0.0002024111,0.0000286706,0.0001149127,0.00002383587,0.00009237471,0.0001157884,0.0005822298],"category_scores_gemma":[0.00007859975,0.00007478599,0.00003495473,0.0001182633,0.00001689057,0.0001710081,0.00003995165,0.00005440228,0.001112235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005370755,"about_ca_system_score_gemma":0.00001781521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102457,"about_ca_topic_score_gemma":0.000116954,"domain_scores_codex":[0.9991889,0.00005760674,0.0002791055,0.0002322211,0.00006527468,0.0001768909],"domain_scores_gemma":[0.9990785,0.0004879285,0.0001859382,0.0001892315,0.00001915702,0.00003924085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001432716,0.00008676398,0.9257892,0.002920807,0.00008196248,8.375241e-7,0.0003692885,0.0004654691,0.03197083,0.02525388,0.012845,0.00007274035],"study_design_scores_gemma":[0.007305836,0.001039711,0.3727711,0.001756248,0.0004811832,0.0001364636,0.003336122,0.3179711,0.007892891,0.0181771,0.2669891,0.002143198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807739,0.00001331905,0.009044211,0.003329147,0.0003617536,0.001224649,0.000009312727,0.00007712889,0.005166638],"genre_scores_gemma":[0.9951457,0.00000229247,0.001860882,0.002425076,0.00003786349,0.0002449792,0.00009944882,0.000008915943,0.000174824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5530181,"threshold_uncertainty_score":0.9996655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05968668817872441,"score_gpt":0.3119240733963563,"score_spread":0.2522373852176319,"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."}}