{"id":"W4392833547","doi":"10.5194/egusphere-2023-1541-rc2","title":"Comment on egusphere-2023-1541","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emissions Reduction Alberta","funders":"","keywords":"Computer science; Chemistry; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005563156,0.0003381387,0.0005075433,0.00006065791,0.0001310281,0.00007125808,0.0004663857,0.0001444328,0.02944943],"category_scores_gemma":[0.00005201222,0.0002522878,0.0002167852,0.0002921567,0.00002812981,0.00003525446,0.00002564012,0.0004077693,0.03929993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008505674,"about_ca_system_score_gemma":0.0000852492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630814,"about_ca_topic_score_gemma":0.01209383,"domain_scores_codex":[0.9976546,0.00009105078,0.0003138884,0.0004666886,0.001054163,0.0004196435],"domain_scores_gemma":[0.9989609,0.0001279987,0.0001327397,0.0005092055,0.00009168335,0.0001774899],"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":[0.000002938913,0.00001944172,0.0003808026,0.0004823399,0.00004823128,0.00001020624,0.000002995306,0.00002101711,4.6886e-8,0.00003946511,0.9686536,0.03033891],"study_design_scores_gemma":[0.0001075292,0.0001373778,0.004842681,0.001193106,0.00005802478,6.020032e-7,0.000005866364,0.00004906635,0.000001502426,0.0008720975,0.9924242,0.000307942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003508596,0.01011808,0.000006323751,0.3785607,0.01316465,0.001102624,0.003232414,0.0002085331,0.5935716],"genre_scores_gemma":[0.0002471698,0.00440356,0.00008216345,0.08498368,0.0006567948,0.000007911212,0.01038436,0.00001745051,0.8992169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3056453,"threshold_uncertainty_score":0.9999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719548930157655,"score_gpt":0.2759580996137752,"score_spread":0.2087626103121986,"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."}}