{"id":"W2794405729","doi":"10.1111/conl.12448","title":"Present and future biodiversity risks from fossil fuel exploitation","year":2018,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"UK Energy Research Centre","keywords":"Biodiversity; Fossil fuel; Natural resource economics; Habitat; Environmental science; Environmental protection; Geography; Environmental resource management; Ecology; Biology; 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":[0.0001233126,0.0001151025,0.00008293526,0.00004528082,0.0003739104,0.00006916402,0.0001516489,0.00005270872,0.001278305],"category_scores_gemma":[0.00001107734,0.0001141668,0.00003206114,0.0001760402,0.0003611188,0.0002865414,0.00021727,0.00006049769,0.0004714478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008099312,"about_ca_system_score_gemma":0.000004255447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003943368,"about_ca_topic_score_gemma":0.0003164748,"domain_scores_codex":[0.9990993,0.00006116371,0.000126471,0.0003158156,0.0002457546,0.0001514872],"domain_scores_gemma":[0.9995704,0.00004339089,0.00009255623,0.0001984309,0.00002169955,0.00007349889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000265852,0.00001974318,0.895519,0.000005275866,0.0000185556,0.000002685397,0.002065388,0.000008198466,0.001925067,0.000004646073,0.09597555,0.004429378],"study_design_scores_gemma":[0.0003044949,0.00001719366,0.7097318,0.000002725597,0.00002289993,3.009899e-7,0.0006344884,0.000331289,0.0001237669,0.00006733612,0.2886584,0.000105376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284808,0.00004140277,0.0007175861,0.06924536,0.0002683158,0.0001931737,0.00002291954,0.00005808466,0.0009723542],"genre_scores_gemma":[0.9677413,0.0001039166,0.002833434,0.02793847,0.0008587147,0.0000120023,0.000102518,0.000008518335,0.000401124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926828,"threshold_uncertainty_score":0.9996347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880582611734645,"score_gpt":0.2184615132727598,"score_spread":0.1896556871554134,"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."}}