{"id":"W4307505788","doi":"10.5194/egusphere-2022-710-ac1","title":"Reply on RC1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network; Polar Knowledge Canada; University of Calgary","keywords":"Arctic; Archipelago; Bay; Sea ice; Oceanography; Environmental science; Climatology; Arctic sea ice decline; The arctic; Arctic geoengineering; Sink (geography); Canada Basin; Atmospheric sciences; Arctic ice pack; Geography; Geology; Drift ice","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003210416,0.001207442,0.00126915,0.001400842,0.003841649,0.005290324,0.004107926,0.03234133,0.1709756],"category_scores_gemma":[0.03163776,0.0008639247,0.001754527,0.001225621,0.002884479,0.004492855,0.003243256,0.02656896,0.1424066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00477865,"about_ca_system_score_gemma":0.004598469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551169,"about_ca_topic_score_gemma":0.01625165,"domain_scores_codex":[0.9968547,0.0005198342,0.0003185073,0.0005809338,0.001177306,0.0005487287],"domain_scores_gemma":[0.9904033,0.002994834,0.0003485954,0.0006759623,0.004116217,0.001461052],"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":[0.000006207934,0.00000246146,0.00001971048,0.00001171012,0.00000103527,0.00003124522,0.000007010716,0.00000298827,0.00001147274,0.0001811802,0.9982895,0.001435429],"study_design_scores_gemma":[0.000009912935,0.000006225747,0.0001824121,0.00005515246,0.000002340681,0.0000411351,0.00005304046,0.00001468646,0.00003724986,0.0003623216,0.9992262,0.000009331597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001509374,0.00154519,0.0001809436,0.7309779,0.2357084,0.0001080202,0.0006170087,0.0004179838,0.03029368],"genre_scores_gemma":[0.001425119,0.0008516242,0.0001682208,0.8167735,0.06063559,0.0001678508,0.0002396456,0.0002023401,0.1195362],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8290244,"threshold_uncertainty_score":0.5719704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304788931417362,"score_gpt":0.2393639384056802,"score_spread":0.2263160490915066,"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."}}