{"id":"W4321374352","doi":"10.5194/tc-17-827-2023","title":"Aerial observations of sea ice breakup by ship waves","year":2023,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Breakup; Sea ice; Geology; Wavelength; Meteorology; Oceanography; Mechanics; Physics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000240797,0.0001120795,0.0001384652,0.0000108838,0.0002415426,0.00003231053,0.0003135872,0.00006742808,0.002091508],"category_scores_gemma":[0.00003051863,0.00007836609,0.00006650999,0.0004054763,0.0001504791,0.0001282567,0.00002340598,0.0001302018,0.0004517607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003419757,"about_ca_system_score_gemma":0.00006224711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006960052,"about_ca_topic_score_gemma":0.007433873,"domain_scores_codex":[0.9990384,0.00005959397,0.0002028836,0.0001657669,0.0002506686,0.0002827183],"domain_scores_gemma":[0.9992665,0.000304817,0.00008312808,0.0002330666,0.00004040889,0.00007209401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007696219,0.00003558115,0.885523,0.00007198619,0.00008170747,0.00001456423,0.001376582,0.002859096,0.0002513853,0.000703802,0.07530612,0.03369923],"study_design_scores_gemma":[0.0003343777,0.00009682577,0.8930928,0.00002655832,0.00004660309,0.0000128618,0.001777587,0.04476864,0.00002868067,0.002823718,0.05675606,0.0002352608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918575,0.000109724,0.0001427415,0.001279042,0.0005244559,0.0001465364,0.0003807734,0.00008707371,0.005472173],"genre_scores_gemma":[0.9929635,0.00007671613,0.0003857789,0.0003584315,0.0001739291,0.000001502235,0.0003795744,0.000005808769,0.005654747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04190955,"threshold_uncertainty_score":0.9996527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981948146719312,"score_gpt":0.2136650703709706,"score_spread":0.1938455889037775,"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."}}