{"id":"W3010047082","doi":"10.1111/gcb.15067","title":"Renewable energy development threatens many globally important biodiversity areas","year":2020,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":305,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Renewable energy; Hydropower; Natural resource economics; Biodiversity; Energy development; Climate change mitigation; Wilderness; Environmental protection; Environmental resource management; Environmental science; Climate change; Ecology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002807718,0.0002157564,0.0001511509,0.0007905866,0.0009621594,0.001093273,0.0001925997,0.0002793891,0.005597062],"category_scores_gemma":[0.0006748899,0.0000660466,0.0001584563,0.001081602,0.0008101267,0.0009378109,0.002137332,0.0003350485,0.0004418127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377807,"about_ca_system_score_gemma":0.0004696804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003674432,"about_ca_topic_score_gemma":0.01321281,"domain_scores_codex":[0.9997396,0.00005113537,0.00001058247,0.00003657235,0.0001016677,0.00006045958],"domain_scores_gemma":[0.9995363,0.00005892692,0.000229657,0.00004113283,0.00005999301,0.00007415803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004522821,0.00008100505,0.5241824,0.0003127379,0.00009809101,0.001297908,0.005280558,0.001660569,0.009773215,0.02338526,0.004866188,0.4290168],"study_design_scores_gemma":[0.000002594152,0.0001612907,0.8089334,0.0003276527,0.00003424677,0.00132251,0.01600281,0.0007044201,0.001380937,0.01034147,0.160759,0.0000297418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307868,0.002392209,0.002356418,0.001701777,0.00005504965,0.00002050791,0.0005878821,0.00006183935,0.06203752],"genre_scores_gemma":[0.9944881,0.001769068,0.001012358,0.0002790164,0.00002482824,0.000007470789,0.0003022164,0.000008148125,0.002108808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005597062,"threshold_uncertainty_score":0.01872402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06523106923620056,"score_gpt":0.2878267352301829,"score_spread":0.2225956659939824,"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."}}