{"id":"W2755282582","doi":"10.1002/2017jg003881","title":"Late Spring Nitrate Distributions Beneath the Ice‐Covered Northeastern Chukchi Shelf","year":2017,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Polar Programs; National Science Foundation","keywords":"Oceanography; Halocline; Environmental science; Water column; Sea ice; Melt pond; Hydrography; Nitrate; Spring (device); Salinity; Arctic ice pack; Geology; Antarctic sea ice; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000888572,0.0002873147,0.0002031025,0.0005135985,0.0008591085,0.0005804056,0.0002471271,0.0002402969,0.0007348848],"category_scores_gemma":[0.0001408092,0.0002153696,0.0001430667,0.0006926625,0.000288412,0.0002299445,0.0003119445,0.0001925048,0.0001249329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294298,"about_ca_system_score_gemma":0.001015372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3192531,"about_ca_topic_score_gemma":0.5453981,"domain_scores_codex":[0.9999475,0.000002499331,0.000004351928,0.00001504939,0.000008013701,0.00002247204],"domain_scores_gemma":[0.999733,0.00001644504,0.00005498339,0.000006417132,0.0001056952,0.00008348071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796898,0.00004072101,0.9862033,0.00002911182,0.00003694391,0.0001608428,0.001015842,0.0002363469,0.009060189,0.000028068,0.0002570623,0.002751837],"study_design_scores_gemma":[0.000001578696,0.00001477587,0.9989158,0.000005136832,0.000006888167,0.00001832663,0.0005276114,0.0002699267,0.0001420516,0.000002422914,0.00009238582,0.000003110638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995491,0.00002024504,0.0000154981,0.000006134042,0.000001078897,0.000001505589,0.0001873847,0.000001856955,0.0002171382],"genre_scores_gemma":[0.9991243,0.00002981803,0.0000610708,0.000009506412,0.000001239525,0.000004425879,0.0004197385,0.000001252782,0.0003486232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3192531,"threshold_uncertainty_score":0.6347897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04306648204684643,"score_gpt":0.3073205411003511,"score_spread":0.2642540590535047,"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."}}