{"id":"W4399202788","doi":"10.5194/egusphere-2024-352-rc2","title":"Comment on egusphere-2024-352","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":"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":[0.001322959,0.0008958669,0.0008239175,0.001202085,0.002042395,0.003851607,0.001517446,0.009856607,0.5140007],"category_scores_gemma":[0.00853043,0.0003528953,0.001032402,0.001181451,0.0009235303,0.002386262,0.001970845,0.00555038,0.3492904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049412,"about_ca_system_score_gemma":0.001694368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923391,"about_ca_topic_score_gemma":0.0237976,"domain_scores_codex":[0.999167,0.00005800823,0.00005773102,0.00009346464,0.000437729,0.000186115],"domain_scores_gemma":[0.9970815,0.0005387953,0.0001211049,0.0002887628,0.001436923,0.0005329609],"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":[0.00002586261,0.000009010771,0.00005490231,0.00002797231,0.000001267516,0.0000456694,0.000006327065,0.000008206208,0.00005366201,0.0003553982,0.996574,0.002837747],"study_design_scores_gemma":[0.00002012687,0.00001034897,0.0004370262,0.00006244747,0.000001422914,0.00001353755,0.00003066793,0.00002675859,0.00009911746,0.0002889759,0.999002,0.000007487385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0009376255,0.001056657,0.001021186,0.1708155,0.356954,0.0008036737,0.0176459,0.0060674,0.4446979],"genre_scores_gemma":[0.003979283,0.0007009673,0.0005156298,0.1447452,0.04043113,0.0003786194,0.004809958,0.001799018,0.8026401],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5140007,"threshold_uncertainty_score":0.6932191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095842663667086,"score_gpt":0.2711196052688156,"score_spread":0.2201611786321447,"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."}}