{"id":"W2944669767","doi":"10.35298/pkc.2018.06","title":"Stratification in the Canadian Arctic Archipelago’s Kitikmeot Sea: Biological and geochemical consequences","year":2019,"lang":"en","type":"article","venue":"Polar Knowledge Aqhaliat Report","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Archipelago; Oceanography; Arctic; Stratification (seeds); The arctic; Geography; Physical geography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008246432,0.0001139316,0.0001521153,0.0000478833,0.0002010838,0.00007825562,0.0001455088,0.0001009532,0.0006053658],"category_scores_gemma":[0.000218961,0.0000666929,0.00003318786,0.0001783517,0.0002245961,0.00009168635,0.00001114022,0.0002014713,0.0003928797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001662937,"about_ca_system_score_gemma":0.0001288535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.200311,"about_ca_topic_score_gemma":0.8227901,"domain_scores_codex":[0.9988445,0.0001543032,0.0002618821,0.0003013787,0.0001355116,0.0003024391],"domain_scores_gemma":[0.9994168,0.0001696115,0.00006710213,0.0001719397,0.00005587392,0.0001186875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005631262,0.00001241285,0.9966039,0.00000803172,0.00000525066,0.00007031723,0.0004450672,0.000007551051,0.00005386043,0.0006270677,0.00008074399,0.002080151],"study_design_scores_gemma":[0.00007641874,0.0000825752,0.9856991,0.000009207172,0.000005257745,0.0002339678,0.000848656,0.0002916387,0.00002791448,0.007450683,0.00516176,0.0001127985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766304,0.001198219,0.00000272316,0.002497957,0.0001702512,0.0002556971,0.00001555814,0.0000104673,0.01921871],"genre_scores_gemma":[0.9992697,0.00008131032,0.00006322534,0.0001629022,0.0000695845,0.000004563634,0.0002621973,0.000001206321,0.00008525888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6224791,"threshold_uncertainty_score":0.8050142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321235087239467,"score_gpt":0.2473792279075749,"score_spread":0.2041668770351802,"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."}}