{"id":"W4323667419","doi":"10.5194/egusphere-2023-81-ac1","title":"Comment on egusphere-2023-81","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Surge; Geology; Environmental science; Geomorphology","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":[0.001873761,0.0008093875,0.0008590615,0.00107841,0.00274029,0.004101444,0.002092403,0.01841408,0.3399163],"category_scores_gemma":[0.01075753,0.0004316073,0.001286608,0.001192995,0.001188368,0.002716718,0.002127743,0.01003544,0.2448404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002904313,"about_ca_system_score_gemma":0.002619188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426528,"about_ca_topic_score_gemma":0.0291579,"domain_scores_codex":[0.998597,0.000112208,0.0001213142,0.0001519658,0.0007032846,0.0003142429],"domain_scores_gemma":[0.9963605,0.0008726324,0.0001563684,0.0003175802,0.001713077,0.0005797478],"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":[0.00002355167,0.000008205852,0.00004916243,0.00002159245,0.000001087521,0.00004489797,0.000006441369,0.000006917167,0.0000400997,0.0004672371,0.9968749,0.00245585],"study_design_scores_gemma":[0.00001778934,0.000009633355,0.0004175846,0.0000592301,0.000001640164,0.00001482106,0.00002955339,0.00002779161,0.00007692465,0.0004327078,0.9989036,0.000008737082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008078397,0.001288639,0.0007795054,0.3372984,0.2821706,0.0007074022,0.01375992,0.003803653,0.3593841],"genre_scores_gemma":[0.00396306,0.0006953337,0.0003766807,0.4036281,0.03356413,0.0004816749,0.003354969,0.001045043,0.552891],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3399163,"threshold_uncertainty_score":0.9415293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686144296724037,"score_gpt":0.2834177491193391,"score_spread":0.2148033194469354,"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."}}