{"id":"W6945003352","doi":"10.18739/a2jm23h6z","title":"Dissolved Nitrogen Concentrations and Stable Isotopic Composition in The Eastern Canadian Arctic Archipelago and Baffin Bay, Legs 2a and 2b of the ArcticNet expedition, CCGS Amundsen, July 5th to August 15th 2019","year":2023,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Nitrate; Arctic; Biogeochemical cycle; Phytoplankton; δ15N; Nitrogen; Meltwater","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006358433,0.0005916432,0.0006550193,0.0005374146,0.0004836162,0.0004047648,0.0006988083,0.0002752633,0.0000612428],"category_scores_gemma":[0.000184961,0.0004609481,0.00007793155,0.0007720338,0.0005313813,0.0003615956,0.0003089353,0.0008034463,0.0002711139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838084,"about_ca_system_score_gemma":0.0005699011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2911277,"about_ca_topic_score_gemma":0.6732287,"domain_scores_codex":[0.9963237,0.0007060581,0.0007231623,0.0008097886,0.0006180353,0.0008192576],"domain_scores_gemma":[0.9974485,0.00052965,0.0003306007,0.00109535,0.0001417234,0.0004541645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008229186,0.00009423528,0.02158497,0.0002818313,0.0001109099,0.00003537697,0.001865269,0.00002308582,0.0004042839,0.0001009908,0.9753875,0.00002925167],"study_design_scores_gemma":[0.005456268,0.0006548267,0.7015574,0.003152073,0.001685138,0.0006030969,0.009335108,0.001052291,0.0002006949,0.002256469,0.2714327,0.002613956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2894976,0.0006612432,0.000002784252,0.0005902781,0.0002496208,0.001819355,0.7070856,0.00002826073,0.0000652778],"genre_scores_gemma":[0.5055922,0.0004323282,0.00003961164,0.0006764644,0.0002327371,0.0002109195,0.4926322,0.00010103,0.00008256039],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.7039548,"threshold_uncertainty_score":0.9997842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180121294621001,"score_gpt":0.260489696692309,"score_spread":0.2424775672302089,"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."}}