{"id":"W4391389587","doi":"10.5194/egusphere-2023-3007-rc1","title":"Comment on egusphere-2023-3007","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":"Generalitat de Catalunya; Agència Catalana de l'Aigua; Centres de Recerca de Catalunya; Canadian Institute for Advanced Research","keywords":"Environmental science; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.002584497,0.0009514249,0.0009605433,0.001094021,0.002703383,0.00390896,0.002378431,0.02744962,0.2477191],"category_scores_gemma":[0.01141699,0.0004445344,0.001717081,0.001256286,0.001580637,0.002772931,0.002372906,0.01235295,0.1587006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341276,"about_ca_system_score_gemma":0.00326031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03251077,"about_ca_topic_score_gemma":0.0348439,"domain_scores_codex":[0.9983459,0.0001464739,0.0001381961,0.0001705097,0.0008307587,0.0003682977],"domain_scores_gemma":[0.9963398,0.0009752696,0.0001904565,0.0002792598,0.001613215,0.0006020272],"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":[0.00003227189,0.00001093562,0.00006434156,0.00003744497,0.000001944973,0.00007609872,0.000008929343,0.00001222301,0.00006284857,0.0005729759,0.9965779,0.002542026],"study_design_scores_gemma":[0.00002177615,0.00001334943,0.0004601792,0.00006700007,0.000002629405,0.00001787692,0.0000366784,0.00003646606,0.0000762663,0.0005306545,0.998726,0.00001113508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009381562,0.00153444,0.000750224,0.4906717,0.295231,0.0007163437,0.01157843,0.002782418,0.1957973],"genre_scores_gemma":[0.00334036,0.0007717247,0.0004360526,0.6021751,0.03515153,0.0004776217,0.002704387,0.0007071415,0.354236],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2477191,"threshold_uncertainty_score":0.8287029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167161635673094,"score_gpt":0.2732840212423749,"score_spread":0.221612404885644,"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."}}