{"id":"W4395676434","doi":"10.5194/egusphere-2024-1044-rc1","title":"Comment on egusphere-2024-1044","year":2024,"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":"","funders":"European Commission","keywords":"Chemistry; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001416439,0.0008557885,0.0008068325,0.001268452,0.002920835,0.003200721,0.002132406,0.0151991,0.5227511],"category_scores_gemma":[0.01026694,0.0005179365,0.0009859077,0.001326205,0.001258534,0.002518586,0.002459053,0.007464306,0.39876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125519,"about_ca_system_score_gemma":0.002111643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02309479,"about_ca_topic_score_gemma":0.02861191,"domain_scores_codex":[0.9989952,0.00007682619,0.00008166758,0.0001218402,0.0005074448,0.0002168968],"domain_scores_gemma":[0.9962919,0.0008378196,0.0001394423,0.0003311361,0.001683736,0.0007160344],"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":[0.00001553065,0.00000831886,0.00003755539,0.00001883206,7.250516e-7,0.00004108314,0.000005945584,0.000004649098,0.00003533552,0.0002376142,0.996932,0.00266233],"study_design_scores_gemma":[0.00001951224,0.00001008897,0.0003157341,0.00005360647,0.000001177585,0.00001569769,0.00003327781,0.00001878169,0.00006920489,0.0002663438,0.9991894,0.000007140907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007265945,0.0007405155,0.0007352056,0.2132607,0.3004085,0.0007884506,0.008972527,0.005099699,0.4692677],"genre_scores_gemma":[0.002520901,0.0004375848,0.0003211728,0.1912072,0.02862387,0.0003719611,0.002226164,0.001112666,0.7731785],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5227511,"threshold_uncertainty_score":0.6807376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0507816989939593,"score_gpt":0.2708917300756144,"score_spread":0.2201100310816551,"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."}}