{"id":"W3131887795","doi":"10.2172/1762800","title":"Decovalex-2019 (Executive Summary)","year":2020,"lang":"en","type":"report","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosphere; Radioactive waste; Geothermal gradient; China; Earth science; Business; Environmental planning; Environmental science; Mining engineering; Engineering; Geology; Waste management; Political science; Geophysics","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"],"consensus_categories":[],"category_scores_codex":[0.00007559641,0.0003053725,0.0005233397,0.00008021785,0.00004806832,0.0000269587,0.0001419697,0.0002291525,0.0001769921],"category_scores_gemma":[0.00005160749,0.0002684813,0.0001990903,0.0001245201,0.00003341193,0.00005794533,0.00008169631,0.0004538053,0.0004177393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002293707,"about_ca_system_score_gemma":0.00009916163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211424,"about_ca_topic_score_gemma":0.00008909743,"domain_scores_codex":[0.9989233,0.00000944377,0.0002006528,0.0002475471,0.0003707081,0.0002483728],"domain_scores_gemma":[0.9995361,0.00005528002,0.00003127972,0.0002136495,0.00007385322,0.00008984],"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":[0.000001972559,0.000005815461,0.00008208225,0.0002066722,0.0004656069,0.00002975413,0.00006808645,0.00006257172,0.00003019327,0.00002141788,0.9960374,0.002988483],"study_design_scores_gemma":[0.00006940085,0.00002025593,0.0006564719,0.00005698764,0.00008010201,0.000021139,0.00004108003,0.0002181252,0.0001556229,0.0000195438,0.9983078,0.0003534521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005027066,0.003808589,0.0003217529,0.0001452474,0.002410532,0.0001554804,0.00007690107,0.0008838133,0.9921474],"genre_scores_gemma":[0.05702573,0.124383,0.003363685,0.0003582945,0.006826034,0.00007037321,0.0003750864,0.0009968407,0.8066009],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1855465,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383104852388526,"score_gpt":0.2510595113167207,"score_spread":0.2272284627928354,"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."}}