{"id":"W2981563106","doi":"10.1021/acsenergylett.9b02290","title":"Energy Spotlight","year":2019,"lang":"en","type":"article","venue":"ACS Energy Letters","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science; Materials science; Engineering physics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007294182,0.001073043,0.0007018413,0.001396902,0.001921043,0.005804334,0.001588998,0.004152501,0.8546984],"category_scores_gemma":[0.002789867,0.0005536326,0.0008219422,0.00147581,0.0004989316,0.003341935,0.002756962,0.003082061,0.7385822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422855,"about_ca_system_score_gemma":0.002057759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688124,"about_ca_topic_score_gemma":0.003842049,"domain_scores_codex":[0.9991496,0.00005028525,0.00002697028,0.000104612,0.0005018165,0.0001668283],"domain_scores_gemma":[0.9985607,0.0001241613,0.00004558739,0.0001851819,0.0006926104,0.0003918115],"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":[0.00003277938,0.00002496775,0.00004603624,0.00007956322,0.000002089489,0.00002792508,0.00001083639,0.0000207966,0.000246802,0.001858282,0.9686747,0.0289751],"study_design_scores_gemma":[0.000004964161,0.0000116491,0.00007346283,0.00003042504,0.000001201726,0.00001873096,0.00002160955,0.00001821637,0.0001248963,0.0005600493,0.9991317,0.000003110592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0005219106,0.001720815,0.0007328965,0.007256205,0.01986108,0.0001807742,0.003406334,0.001717686,0.9646022],"genre_scores_gemma":[0.001639841,0.001131758,0.0003057343,0.002453881,0.001508078,0.00007152031,0.00176879,0.0004952393,0.9906253],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8546984,"threshold_uncertainty_score":0.207255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003149215461287584,"score_gpt":0.1581124432881342,"score_spread":0.1549632278268466,"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."}}