{"id":"W4392773493","doi":"10.5194/egusphere-2023-2939-cc2","title":"Comment on egusphere-2023-2939","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":"Canadian Light Source (Canada)","funders":"Natural Environment Research Council; Science Foundation Ireland","keywords":"Business; 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":[],"consensus_categories":[],"category_scores_codex":[0.002221303,0.0008185406,0.0006765015,0.0008523969,0.004878393,0.003894072,0.00218445,0.02483198,0.2857224],"category_scores_gemma":[0.0155594,0.0004926987,0.00105053,0.0009877825,0.001661922,0.003839774,0.003230886,0.01327983,0.1597961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003111565,"about_ca_system_score_gemma":0.002890785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02496244,"about_ca_topic_score_gemma":0.03408446,"domain_scores_codex":[0.9984885,0.0001873187,0.000119102,0.0001730468,0.0006884899,0.0003434652],"domain_scores_gemma":[0.996543,0.001206488,0.0001401516,0.0001850933,0.001304654,0.0006206365],"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":[0.00002054169,0.00001006714,0.0000696232,0.0000249101,9.711805e-7,0.00014004,0.00003682756,0.000006334946,0.00004336294,0.0009789307,0.9960974,0.002571071],"study_design_scores_gemma":[0.00001031095,0.00000990278,0.0002357495,0.00006334688,0.000001501383,0.00004015908,0.0001340208,0.00002305568,0.00006138637,0.0005943456,0.9988177,0.000008371255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008629578,0.001079038,0.000691433,0.4978356,0.1702354,0.0004068184,0.002647618,0.001585294,0.324656],"genre_scores_gemma":[0.003023547,0.0004532458,0.0002133801,0.5397899,0.0144748,0.0002348624,0.0005795204,0.0004548994,0.4407758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2857224,"threshold_uncertainty_score":0.9558367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064434807465467,"score_gpt":0.2708307520936832,"score_spread":0.2201864040190285,"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."}}