{"id":"W4284677789","doi":"10.21468/scipost.report.4282","title":"Report on 2107.04615v2","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":"Regroupement Québécois sur les Matériaux de Pointe; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Courtois Foundation","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":[0.0007153354,0.0004494209,0.0007351958,0.0008055146,0.001039402,0.002322531,0.001047743,0.001161679,0.8054022],"category_scores_gemma":[0.002119535,0.0001572628,0.0001798017,0.001139786,0.0003807884,0.0009698743,0.001674564,0.001000344,0.782841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008977849,"about_ca_system_score_gemma":0.0008053255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325734,"about_ca_topic_score_gemma":0.003055643,"domain_scores_codex":[0.9994302,0.00009549825,0.00001408349,0.0001214894,0.0002461982,0.00009250466],"domain_scores_gemma":[0.9990532,0.00008619573,0.0000415298,0.0001915342,0.0003267482,0.0003007637],"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":[0.00009607252,0.00007543998,0.0003882164,0.0001761964,0.00001363091,0.0000979586,0.00003755407,0.000204172,0.001782105,0.009163502,0.8175856,0.1703796],"study_design_scores_gemma":[0.000008475991,0.00001292882,0.0002914462,0.00003588685,0.000001813256,0.00002485487,0.00001723031,0.0002285193,0.0003209512,0.0008104085,0.9982433,0.000004143585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001933589,0.0007500819,0.002293199,0.003301204,0.003185361,0.0001722814,0.007268151,0.002005277,0.9790909],"genre_scores_gemma":[0.006657986,0.0003471425,0.0009194366,0.0003311787,0.0003916645,0.0000767962,0.003960744,0.0005622468,0.9867527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8054022,"threshold_uncertainty_score":0.2775701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897598402749406,"score_gpt":0.3138486459657455,"score_spread":0.2848726619382514,"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."}}