{"id":"W2765353073","doi":"10.1111/cobi.12985","title":"Adaptive social impact management for conservation and environmental management","year":2017,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Adaptive management; Environmental planning; Environmental resource management; Business; Geography; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01033995,0.001136497,0.0007376419,0.002469124,0.004005827,0.009537537,0.002907533,0.003566552,0.01554155],"category_scores_gemma":[0.01232459,0.0002797721,0.0007846615,0.002686638,0.01381948,0.006473225,0.01014669,0.004771471,0.001548365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00782136,"about_ca_system_score_gemma":0.01016581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004809767,"about_ca_topic_score_gemma":0.008750267,"domain_scores_codex":[0.9932053,0.003821841,0.0002991558,0.000780497,0.001567261,0.0003259316],"domain_scores_gemma":[0.9932867,0.003029166,0.0007834365,0.001157434,0.001024875,0.0007185105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002021379,0.00009131883,0.001680038,0.0005975056,0.00004362862,0.0001007183,0.002226524,0.005821331,0.0005407328,0.7472686,0.02642281,0.2151865],"study_design_scores_gemma":[0.000006945498,0.00005658156,0.00123066,0.0009328554,0.00002302295,0.00007209476,0.00153223,0.004143714,0.0002374194,0.7098585,0.2818693,0.00003661209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01361058,0.03423725,0.3444871,0.1408033,0.004054941,0.0009809833,0.0005116069,0.001200277,0.4601139],"genre_scores_gemma":[0.5830074,0.04527043,0.2831092,0.01514184,0.003698711,0.002472809,0.0006691141,0.0004907099,0.06613976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01554155,"threshold_uncertainty_score":0.05674827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372696838286828,"score_gpt":0.2737392691959073,"score_spread":0.1364695853672244,"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."}}