{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002473071,0.0002437477,0.0003578509,0.00003060467,0.0006478624,0.00005916496,0.0007245617,0.0003585792,0.0005200407],"category_scores_gemma":[0.0001612034,0.0002457958,0.000116398,0.0006784067,0.0003565196,0.0001720335,0.0003112076,0.00006364378,0.0001193035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005895549,"about_ca_system_score_gemma":0.0004047391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1729517,"about_ca_topic_score_gemma":0.1242353,"domain_scores_codex":[0.9978157,0.0001781956,0.0002876705,0.0005649286,0.000323096,0.0008304152],"domain_scores_gemma":[0.9989915,0.00002783031,0.0001877144,0.0001611057,0.0001565621,0.0004752983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482234,0.00009739211,0.824035,0.0000117216,0.0001727028,0.00008100454,0.004401579,0.000004853591,0.00007194532,0.03995109,0.05785945,0.07316504],"study_design_scores_gemma":[0.0003934223,0.0001036908,0.01565569,0.000008017444,0.00002450569,0.000002136325,0.004094882,0.000009868591,0.000111203,0.002907333,0.9762792,0.0004100751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5837097,0.01780362,0.009946122,0.06720943,0.008513726,0.001663506,0.0009974297,0.003465381,0.3066911],"genre_scores_gemma":[0.984814,0.001417724,0.001248494,0.01003911,0.001714008,0.00004880103,0.0001489998,0.00001121833,0.0005576267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9184197,"threshold_uncertainty_score":0.9999994,"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."}}