{"id":"W4396902805","doi":"10.5194/egusphere-2024-42-rc2","title":"Comment on egusphere-2024-42","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental 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":[0.001521602,0.0008142503,0.0008076121,0.001023262,0.002707375,0.003795337,0.002024157,0.01647374,0.3990242],"category_scores_gemma":[0.009079883,0.0003995476,0.00134058,0.00128825,0.001270463,0.002283955,0.001955846,0.008391175,0.2717417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201985,"about_ca_system_score_gemma":0.003171282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04373707,"about_ca_topic_score_gemma":0.05442318,"domain_scores_codex":[0.9987631,0.0000839979,0.00008590141,0.0001255624,0.0006564833,0.000285039],"domain_scores_gemma":[0.9964695,0.0006380512,0.0001321556,0.0003132294,0.001851276,0.0005956694],"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":[0.00001760464,0.000007325888,0.00004842603,0.00002034586,0.000001019069,0.00003990661,0.000006447292,0.000006760764,0.00004205068,0.000328537,0.997001,0.002480596],"study_design_scores_gemma":[0.00001633861,0.000008628889,0.0004208018,0.00004459014,0.000001428607,0.000009828353,0.00003108879,0.00002142139,0.00006859899,0.0002557569,0.9991143,0.000007197457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000885167,0.001002798,0.0007108188,0.2703158,0.2567831,0.0008644957,0.01625234,0.004919492,0.448266],"genre_scores_gemma":[0.003227168,0.0005155171,0.000356126,0.2620732,0.02398816,0.0004454756,0.003447582,0.001107525,0.7048392],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3990242,"threshold_uncertainty_score":0.857219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287511741409024,"score_gpt":0.2712056576459978,"score_spread":0.2583305402319075,"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."}}