{"id":"W4389139131","doi":"10.21468/scipost.report.6377","title":"Report on 2210.03468v1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Quantum Mechanics and Non-Hermitian Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Erasmus+; Université de Montréal; Grantová Agentura České Republiky; České Vysoké Učení Technické v Praze","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008127038,0.0005579208,0.001020861,0.0009221656,0.001116554,0.002789299,0.001189313,0.001447048,0.8561662],"category_scores_gemma":[0.002405803,0.0001858658,0.000226532,0.001317315,0.0004519469,0.001308707,0.002261074,0.001180482,0.8034866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033663,"about_ca_system_score_gemma":0.001126155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103176,"about_ca_topic_score_gemma":0.002321794,"domain_scores_codex":[0.9992323,0.000129252,0.00001739342,0.000147436,0.0003548377,0.0001187745],"domain_scores_gemma":[0.9989946,0.00009602564,0.00006464008,0.0001838298,0.0003229974,0.0003378069],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008645161,0.00005744893,0.0002187056,0.0002609045,0.00001235317,0.00007163523,0.00003105089,0.0001602237,0.001259954,0.01031621,0.811216,0.176309],"study_design_scores_gemma":[0.000007536526,0.0000188554,0.0003013267,0.00003955717,0.000001814611,0.00002184169,0.00001193007,0.0001304672,0.0001824897,0.001167975,0.9981121,0.000004298001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001287446,0.001167073,0.002147335,0.00329374,0.004016351,0.0002102792,0.009653133,0.001854054,0.9763706],"genre_scores_gemma":[0.006200603,0.0005803079,0.0009196532,0.0004266539,0.0006981835,0.0001318699,0.005682264,0.0006947542,0.9846658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9991873,"threshold_uncertainty_score":0.2051613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02641210247500972,"score_gpt":0.3010762733904892,"score_spread":0.2746641709154795,"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."}}