{"id":"W4399781132","doi":"10.5194/egusphere-2024-1508-rc1","title":"Comment on egusphere-2024-1508","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":"Dalhousie University","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":[0.001226997,0.0008908186,0.0007686818,0.001180968,0.002355665,0.002912216,0.002023504,0.01392939,0.4336218],"category_scores_gemma":[0.008036122,0.0004676068,0.0010068,0.001110717,0.001231838,0.002394811,0.002048427,0.00751691,0.3169967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002065035,"about_ca_system_score_gemma":0.001689534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558872,"about_ca_topic_score_gemma":0.02104623,"domain_scores_codex":[0.9990854,0.00006975617,0.00008083743,0.0001197476,0.0004754234,0.0001687968],"domain_scores_gemma":[0.9970639,0.0005617905,0.0001285724,0.0002433602,0.001422905,0.0005793963],"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":[0.00002187154,0.000009330185,0.00004189642,0.00002736572,0.000001094108,0.00005701723,0.000005405363,0.000006095535,0.00005098874,0.0002843001,0.9958199,0.003674638],"study_design_scores_gemma":[0.00001322768,0.000008028124,0.0002312702,0.00004557721,0.000001022407,0.00001497084,0.00002026073,0.00001464766,0.00005821769,0.0002133824,0.9993742,0.000005339607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005920564,0.001056413,0.0005632284,0.2238117,0.4706628,0.0005028509,0.005027968,0.002766636,0.2950164],"genre_scores_gemma":[0.002407984,0.0006909582,0.0003379922,0.2290404,0.0563657,0.0002639866,0.001627406,0.0007563775,0.7085091],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4336218,"threshold_uncertainty_score":0.8078698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296804533667705,"score_gpt":0.2708821367204157,"score_spread":0.2579140913837386,"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."}}