{"id":"W7064596416","doi":"","title":"Climate: What Works, What Doesn't","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Plan (archaeology); Work (physics); Jaccard index","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000196254,0.000392176,0.0003885738,0.0001769299,0.00004111272,0.0005319986,0.0002422379,0.0005750256,0.2296168],"category_scores_gemma":[0.00002200366,0.0004039835,0.0001502891,0.00001488891,0.00006606519,0.000003757797,0.00002993211,0.0003164693,0.01167053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006188673,"about_ca_system_score_gemma":0.000009534425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189124,"about_ca_topic_score_gemma":0.0003329845,"domain_scores_codex":[0.9983489,0.00001620924,0.0006589137,0.0001563583,0.0003794579,0.000440171],"domain_scores_gemma":[0.9991681,0.00009964148,0.0001924516,0.0003269264,0.00008046454,0.0001323991],"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":[0.00001902993,0.00001906512,6.103431e-7,0.0006384763,0.0000569928,0.000009818316,0.0001046224,0.002044371,2.296546e-7,0.00002073756,0.9400016,0.05708446],"study_design_scores_gemma":[0.0003766822,0.00004336263,0.000006903552,0.003847083,0.00005232141,0.00001850011,0.0002954584,0.0002015549,0.00002752943,0.000006564241,0.9947019,0.0004221711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002729456,0.0110651,0.000009472569,0.00005124427,0.001824636,0.0003852971,0.00004718395,0.0004497703,0.98614],"genre_scores_gemma":[0.0005433015,0.1323517,0.0006873579,0.0002915585,0.000257178,0.00001441594,0.0004742423,0.0002601302,0.8651201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2179462,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004487735318284196,"score_gpt":0.1776639092368918,"score_spread":0.1731761739186076,"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."}}