{"id":"W4385843050","doi":"10.21468/scipost.report.7292","title":"Report on 2211.03770v2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Fonds De La Recherche Scientifique - FNRS; Simons Foundation","keywords":"Environmental 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007414232,0.0007310187,0.001007088,0.0008713703,0.001169356,0.003363632,0.001220396,0.001753267,0.8773177],"category_scores_gemma":[0.001944014,0.0002346337,0.000260343,0.001344561,0.0004945304,0.00140576,0.002255488,0.00129252,0.8796293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067655,"about_ca_system_score_gemma":0.0007542576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156302,"about_ca_topic_score_gemma":0.002409051,"domain_scores_codex":[0.999383,0.0001207282,0.00001684436,0.0001504225,0.0002334979,0.00009560763],"domain_scores_gemma":[0.9991739,0.0001016181,0.00004127523,0.0001727358,0.0002833673,0.0002269437],"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":[0.0001167286,0.00006754749,0.0003623463,0.0002612408,0.00002086993,0.0001005978,0.00005170207,0.0002575974,0.001684165,0.01356533,0.8209676,0.1625444],"study_design_scores_gemma":[0.00001110728,0.00001240094,0.0001920575,0.00005238585,0.00000281274,0.00002388026,0.0000229009,0.0001970379,0.0002838637,0.001020607,0.998176,0.00000503234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001153777,0.0007706195,0.002258537,0.002690151,0.002191351,0.000132122,0.008172113,0.00266208,0.9799693],"genre_scores_gemma":[0.006692595,0.0005344737,0.001334523,0.0003942473,0.0003074741,0.0001037282,0.005055993,0.0008622386,0.9847147],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9992586,"threshold_uncertainty_score":0.1749914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296427328228653,"score_gpt":0.306664559344333,"score_spread":0.2837002860620464,"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."}}