{"id":"W3186145344","doi":"10.48550/arxiv.2107.11462","title":"LEGEND-1000 Preconceptual Design Report","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council","keywords":"Legend; Medicine; Engineering; History; Art history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005509956,0.002046384,0.001181715,0.001585034,0.001098013,0.005595433,0.004966424,0.00246563,0.4777002],"category_scores_gemma":[0.007799436,0.0008493003,0.001110064,0.0009003287,0.0006920366,0.003083482,0.002233696,0.00163601,0.3572949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533347,"about_ca_system_score_gemma":0.003379517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376084,"about_ca_topic_score_gemma":0.002232945,"domain_scores_codex":[0.9967077,0.0005121148,0.0001502977,0.0005902658,0.001694461,0.000345166],"domain_scores_gemma":[0.9922132,0.0003776006,0.0002273591,0.001579339,0.004658403,0.0009440934],"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":[0.0009235429,0.0001377168,0.0007451527,0.0009239452,0.00005579209,0.0002035664,0.0001381523,0.002031646,0.01521671,0.01412842,0.8646435,0.100852],"study_design_scores_gemma":[0.0001051658,0.0002611372,0.0002946853,0.00007491703,0.00002576774,0.0001237282,0.00003523564,0.002503731,0.007491325,0.001693073,0.9873558,0.00003543328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006882138,0.002613661,0.2076796,0.00565616,0.0145967,0.004881149,0.05775706,0.09620243,0.603731],"genre_scores_gemma":[0.0517313,0.00142728,0.1106111,0.004540126,0.002553129,0.004726654,0.06443311,0.04085695,0.7191204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4777002,"threshold_uncertainty_score":0.7449973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055790286103211,"score_gpt":0.2079923923245945,"score_spread":0.1024133637142735,"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."}}