{"id":"W4293861775","doi":"10.21468/scipost.report.4729","title":"Report on 2112.04722v1","year":2022,"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":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001260228,0.0008412732,0.001455627,0.0009141153,0.001489047,0.003658663,0.001523865,0.002274479,0.8369066],"category_scores_gemma":[0.002911784,0.0002840761,0.0003722381,0.001647249,0.0006620015,0.001600576,0.002513838,0.001810824,0.7883767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718898,"about_ca_system_score_gemma":0.001369723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151646,"about_ca_topic_score_gemma":0.004536077,"domain_scores_codex":[0.9988347,0.0002490174,0.00002784038,0.0002772464,0.000423215,0.0001880896],"domain_scores_gemma":[0.9987345,0.0001517165,0.00006763436,0.00027684,0.000433195,0.0003360723],"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":[0.0002239109,0.0001161902,0.0004964916,0.0002910643,0.0000259421,0.0001488253,0.00005606151,0.0002625547,0.001831875,0.01472341,0.8497965,0.1320273],"study_design_scores_gemma":[0.00002273931,0.00002723219,0.0003895989,0.00006185727,0.000004119834,0.00003269374,0.00002787038,0.0003852061,0.000354109,0.001461055,0.9972245,0.000009165485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001522322,0.001018557,0.00290666,0.004413671,0.003731382,0.0002464993,0.01584399,0.003227511,0.9670894],"genre_scores_gemma":[0.009023563,0.0005963662,0.001887113,0.0006852432,0.0005771218,0.000200034,0.01048926,0.001072985,0.9754683],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8369066,"threshold_uncertainty_score":0.2326329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871661699446584,"score_gpt":0.3144672402345691,"score_spread":0.2857506232401033,"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."}}