{"id":"W4386035981","doi":"10.21468/scipost.report.7002","title":"Report on scipost_202302_00047v1","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":"Université de Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001365475,0.0005921484,0.000642574,0.00183898,0.001909745,0.00538167,0.001460084,0.002283033,0.8538263],"category_scores_gemma":[0.006847227,0.0002301667,0.0004183817,0.001916964,0.0006071441,0.002151855,0.003146073,0.001856756,0.7487761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282619,"about_ca_system_score_gemma":0.002621096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523746,"about_ca_topic_score_gemma":0.004708323,"domain_scores_codex":[0.9988571,0.00009513179,0.00003056638,0.0001595399,0.0006810148,0.0001766547],"domain_scores_gemma":[0.995037,0.0003450366,0.0001809147,0.0005896786,0.001848394,0.001998915],"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":[0.00003002735,0.00003128962,0.0001011095,0.00007849094,0.000004036133,0.00005879703,0.00001006917,0.00007098508,0.0002990277,0.00219562,0.9604293,0.03669132],"study_design_scores_gemma":[0.000007025983,0.00001356372,0.0003053889,0.00003600442,0.000001523588,0.00001739375,0.00001388514,0.0001390953,0.0002638732,0.0007101702,0.9984876,0.000004300226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001431093,0.001124933,0.001779054,0.01691568,0.02225489,0.0003862353,0.01814141,0.002586836,0.9353799],"genre_scores_gemma":[0.002522859,0.0004353258,0.0003062739,0.0007309284,0.001693561,0.00006592726,0.003668581,0.0004473293,0.9901293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8538263,"threshold_uncertainty_score":0.208499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174592872057961,"score_gpt":0.3376298248039768,"score_spread":0.2958838960833972,"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."}}