{"id":"W4407423344","doi":"10.5194/egusphere-2024-3963-rc1","title":"Comment on egusphere-2024-3963","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":"Université de Sherbrooke; Université du Québec à Trois-Rivières; Center for Northern Studies","funders":"","keywords":"Art; 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":[0.001808094,0.0009993351,0.0008849609,0.001423604,0.002598947,0.004358188,0.002042321,0.01292088,0.499384],"category_scores_gemma":[0.01083879,0.0004703873,0.001133485,0.001538786,0.001309358,0.002568297,0.002303887,0.006675148,0.4134393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271047,"about_ca_system_score_gemma":0.002171049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723823,"about_ca_topic_score_gemma":0.01885666,"domain_scores_codex":[0.9986975,0.00009412596,0.0001024213,0.0001574869,0.00071035,0.0002380114],"domain_scores_gemma":[0.9956197,0.0006904408,0.0001765329,0.0005470035,0.002364606,0.0006016721],"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":[0.00002622233,0.00001258507,0.00005581314,0.00003314772,0.000001496443,0.00004335508,0.000007284992,0.00001110983,0.00007427653,0.0003833477,0.9947084,0.004643011],"study_design_scores_gemma":[0.00001874409,0.00001173569,0.0002995444,0.00006554112,0.000001689276,0.00001286583,0.00002513365,0.00002876315,0.0001109517,0.0003065733,0.9991115,0.000006950176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000772693,0.0009255309,0.001119712,0.1609436,0.3405869,0.0007143819,0.01061568,0.006237722,0.4780838],"genre_scores_gemma":[0.003081141,0.0006607926,0.0005802187,0.151609,0.0433162,0.000347454,0.002763533,0.001676243,0.7959653],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.499384,"threshold_uncertainty_score":0.7140681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04346919287400022,"score_gpt":0.2690607623252091,"score_spread":0.2255915694512089,"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."}}