{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3041233,0.002245508,0.00166043,0.005516466,0.008524355,0.01875112,0.006907288,0.01363904,0.02504145],"category_scores_gemma":[0.2908687,0.001509379,0.003102417,0.005107326,0.02857273,0.01880184,0.02552174,0.0204248,0.005172921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02018751,"about_ca_system_score_gemma":0.1526667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009093554,"about_ca_topic_score_gemma":0.0129597,"domain_scores_codex":[0.6797154,0.2622269,0.0167312,0.01018717,0.02304925,0.008090091],"domain_scores_gemma":[0.6295412,0.2187026,0.0121003,0.06172552,0.05458636,0.02334403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001318197,0.000701957,0.002950053,0.003331479,0.0001322167,0.0005267739,0.01975629,0.005775975,0.0007378923,0.6061116,0.1064265,0.2534172],"study_design_scores_gemma":[0.0001604116,0.0002014502,0.001299712,0.005339251,0.00004175496,0.0002043028,0.01220582,0.003439019,0.0005346397,0.6459481,0.3305084,0.0001172086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005495362,0.005477122,0.4264165,0.4423968,0.005574496,0.01023463,0.0004566489,0.001520891,0.1024276],"genre_scores_gemma":[0.07752216,0.002150561,0.8704875,0.02851286,0.0007973272,0.01199266,0.0004432767,0.0002428617,0.007850777],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3041233,"threshold_uncertainty_score":0.8581398,"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."}}