{"id":"W7134737171","doi":"","title":"Energy Series","year":2020,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Climate Change and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003595455,0.0008896454,0.0003930108,0.001747908,0.0008392264,0.002595663,0.0009033362,0.001281012,0.6049469],"category_scores_gemma":[0.001151958,0.0002998084,0.0004466584,0.002089715,0.0002199935,0.001810044,0.001208426,0.001572209,0.4632423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000721796,"about_ca_system_score_gemma":0.001150899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003267522,"about_ca_topic_score_gemma":0.00714697,"domain_scores_codex":[0.9995683,0.00002476692,0.00002016019,0.00005908102,0.0002919786,0.00003579009],"domain_scores_gemma":[0.999451,0.00004935039,0.00001948449,0.00007329872,0.0003294002,0.00007739053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001819967,0.00003521983,0.0001122935,0.00009899638,0.000002444955,0.00002798154,0.00001582487,0.00009516531,0.0004427967,0.005190422,0.8974115,0.09654906],"study_design_scores_gemma":[0.000001463968,0.000006155424,0.0002027093,0.00003498181,6.941799e-7,0.00002120904,0.00001171003,0.0000249129,0.00008600425,0.0006255895,0.9989827,0.000001891109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004521537,0.004080638,0.0009492008,0.003142749,0.005637269,0.0000806946,0.004584558,0.0007966254,0.9802761],"genre_scores_gemma":[0.001517443,0.002816386,0.0004841022,0.0005621023,0.0004240131,0.00003821242,0.003225156,0.0002521067,0.9906805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3950531,"threshold_uncertainty_score":0.5634953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870800332757407,"score_gpt":0.2073669467776867,"score_spread":0.1886589434501127,"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."}}