{"id":"W4410235743","doi":"10.5194/egusphere-2025-1462-rc2","title":"Comment on egusphere-2025-1462","year":2025,"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":"University of British Columbia","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001263725,0.0008840275,0.0008309524,0.001027836,0.002017558,0.003247737,0.001734499,0.01171324,0.5208285],"category_scores_gemma":[0.007495618,0.0004048856,0.001000854,0.001205425,0.0009604362,0.002144,0.002039175,0.006167694,0.3573421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892597,"about_ca_system_score_gemma":0.001830667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01623779,"about_ca_topic_score_gemma":0.02171432,"domain_scores_codex":[0.9991234,0.0000630584,0.00007018429,0.0001069487,0.0004406867,0.0001958083],"domain_scores_gemma":[0.9973999,0.0005154837,0.0001187568,0.0002714189,0.001160344,0.0005340122],"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":[0.00003170243,0.00001252227,0.00005836143,0.00003339788,0.00000121575,0.00004909794,0.000006451898,0.000009445819,0.0000663565,0.0003494234,0.9956715,0.003710572],"study_design_scores_gemma":[0.00002901897,0.00001236868,0.0004555233,0.00006755721,0.000001454821,0.00001447871,0.00003093472,0.00002720522,0.0001056871,0.0002769697,0.998971,0.000007860189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001001387,0.000921754,0.0008265414,0.1598025,0.3064896,0.0008563413,0.01389884,0.004830721,0.5113724],"genre_scores_gemma":[0.003796781,0.0006069533,0.0004461929,0.1772091,0.03223615,0.0004010554,0.004149716,0.001270252,0.7798839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5208285,"threshold_uncertainty_score":0.6834799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887719635963481,"score_gpt":0.2742301864604638,"score_spread":0.225352990100829,"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."}}