{"id":"W4399020167","doi":"10.5194/egusphere-2024-971-cc1","title":"Comment on egusphere-2024-971","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":"Dalhousie University","funders":"","keywords":"History","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004263789,0.0003550274,0.0004626435,0.00005746062,0.00008340288,0.0001029713,0.0003448326,0.0001377434,0.07208697],"category_scores_gemma":[0.00001971204,0.0002464184,0.0002431153,0.0002128983,0.00002747354,0.00003248137,0.00002511412,0.0005561877,0.02869424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009931229,"about_ca_system_score_gemma":0.00009915762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00815852,"about_ca_topic_score_gemma":0.005634395,"domain_scores_codex":[0.99785,0.00006571114,0.0002937858,0.0005070956,0.0009322651,0.0003511417],"domain_scores_gemma":[0.9991699,0.00006648211,0.00007732732,0.0004537138,0.00006764159,0.0001648787],"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":[0.000002574893,0.00001918509,0.0001043127,0.001139882,0.00006497088,0.00001516266,0.00000462254,0.0000081567,4.311974e-8,0.0001549747,0.9594688,0.0390173],"study_design_scores_gemma":[0.00006156541,0.0001397365,0.0005144235,0.002220447,0.0001239754,0.000001561888,0.000004570539,0.00005808067,0.000001877338,0.001602461,0.9949668,0.0003044927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009235128,0.0340398,0.000004391643,0.3135936,0.01400468,0.0005386419,0.001666363,0.00007561859,0.6360677],"genre_scores_gemma":[0.0002795512,0.002226201,0.0001066486,0.09140208,0.0006438271,0.000004709201,0.003925032,0.00001134505,0.9014006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2653329,"threshold_uncertainty_score":0.9999988,"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."}}