{"id":"W2078372308","doi":"10.5194/tc-7-707-2013","title":"Ikaite crystal distribution in winter sea ice and implications for CO <sub>2</sub> system dynamics","year":2013,"lang":"en","type":"article","venue":"The cryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Comisión de Investigaciones Científicas; Danish Agency for Science and Higher Education; Forsknings- og Innovationsstyrelsen; Canada Excellence Research Chairs, Government of Canada; Aarhus Universitet; National Science Foundation","keywords":"Distribution (mathematics); Chemistry; Oceanography; Geology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001867199,0.0001370978,0.0001441778,0.000011072,0.0002711433,0.00009745244,0.0001723159,0.00008409861,0.00007411632],"category_scores_gemma":[0.00001350033,0.0001002457,0.00005073131,0.0001298068,0.0001182451,0.0002146247,0.00001720353,0.0001546098,0.00008631052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003685695,"about_ca_system_score_gemma":0.00003983175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176121,"about_ca_topic_score_gemma":0.01420348,"domain_scores_codex":[0.9990891,0.00004583655,0.0002238324,0.0002287208,0.00009712957,0.0003154168],"domain_scores_gemma":[0.9993407,0.0002209449,0.00008328988,0.0002000049,0.0000623563,0.00009270771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000405396,0.00002613563,0.937313,0.0001504244,0.00003269838,0.000001804425,0.00027129,0.0007340614,0.0001240566,0.002309884,0.002573648,0.05642242],"study_design_scores_gemma":[0.0002876385,0.00005933093,0.7726316,0.00004077288,0.00002382533,0.00004251994,0.0013982,0.2229256,0.00000761327,0.001210929,0.00120517,0.0001668058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723232,0.0001012588,0.02348287,0.001265585,0.0001337157,0.0006380698,0.001010837,0.00004680793,0.000997704],"genre_scores_gemma":[0.9983783,0.00002865011,0.0002032011,0.0001563415,0.00007439285,0.00002397162,0.0009968358,0.000006390844,0.0001319158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221915,"threshold_uncertainty_score":0.7925874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006097422388567851,"score_gpt":0.196520563537981,"score_spread":0.1904231411494132,"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."}}