{"id":"W4404336804","doi":"10.5194/egusphere-2024-2679-rc2","title":"Comment on egusphere-2024-2679","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":"Queen's University; McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001686155,0.0009640937,0.0009145344,0.001086185,0.002351424,0.003931701,0.002021627,0.01624946,0.5384151],"category_scores_gemma":[0.00783186,0.0004371308,0.001269893,0.001383117,0.001189173,0.002506845,0.001998299,0.007668501,0.394803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649988,"about_ca_system_score_gemma":0.002502518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02052031,"about_ca_topic_score_gemma":0.03168179,"domain_scores_codex":[0.9988533,0.00007580611,0.00008073838,0.0001288088,0.000617825,0.0002435069],"domain_scores_gemma":[0.9967212,0.0005285941,0.0001377579,0.0003077302,0.001649394,0.0006553556],"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":[0.00002765774,0.00001287918,0.00004421157,0.0000306963,0.000001188118,0.00003612389,0.000004113286,0.000009961696,0.00005745269,0.0002999834,0.9956651,0.003810646],"study_design_scores_gemma":[0.00002117282,0.00001014208,0.0003390487,0.00004605963,0.00000143968,0.000009447817,0.00002038307,0.00002245682,0.00007101294,0.0002657897,0.9991861,0.00000706051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007951344,0.001025383,0.0007202683,0.1917316,0.2976871,0.0008196475,0.01451984,0.0045851,0.4881159],"genre_scores_gemma":[0.002579696,0.0005709467,0.0004427004,0.1850288,0.03046151,0.0003752117,0.003243898,0.001066264,0.7762311],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5384151,"threshold_uncertainty_score":0.6583949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064168264842166,"score_gpt":0.2710786445128823,"score_spread":0.2204369618644607,"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."}}