{"id":"W4387678912","doi":"10.21468/scipost.report.7371","title":"Report on scipost_202305_00038v1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Azrieli Foundation; Israel Science Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007967416,0.0005221433,0.001004105,0.0001777034,0.0001067519,0.00009235348,0.0005177523,0.0001503554,0.008217169],"category_scores_gemma":[0.00005724551,0.0004326722,0.00050335,0.0004483229,0.00004093962,0.00004685511,0.0002089337,0.0006108423,0.02357455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006307905,"about_ca_system_score_gemma":0.0003393263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090532,"about_ca_topic_score_gemma":0.00003454984,"domain_scores_codex":[0.9968566,0.00008355977,0.0008755297,0.0008855934,0.0008110069,0.0004877043],"domain_scores_gemma":[0.9974727,0.000151613,0.0005201332,0.001490642,0.0002120484,0.0001528883],"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":[0.000001157169,0.00003504059,0.0001087603,0.00087331,0.0001694914,0.0001244915,0.000005051273,0.000001558904,7.65385e-7,0.01660143,0.9801103,0.001968637],"study_design_scores_gemma":[0.00009503855,0.00003534084,0.00004356262,0.004171879,0.0001215803,0.000009744778,0.00001412726,0.00005584871,0.00001458762,0.000760338,0.9942101,0.0004678804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000720917,0.00175384,0.0001576779,0.03384141,0.01771012,0.001467791,0.0008577554,0.0005664912,0.9435728],"genre_scores_gemma":[0.0006330362,0.00007143413,0.00002473258,0.0007800829,0.004053817,0.0002563578,0.004550772,0.0001677892,0.989462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04588915,"threshold_uncertainty_score":0.9998125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04195949578198659,"score_gpt":0.3376029167440477,"score_spread":0.2956434209620611,"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."}}