{"id":"W4288798685","doi":"10.26443/msurj.v14i1.50","title":"Examining the Transition from a perennial to a seasonal sea ice cover in the Arctic Ocean: A Lagrangian Approach","year":2019,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Oceanic and Atmospheric Administration","keywords":"Demotion; Sea ice; Arctic ice pack; Arctic; Promotion (chess); Antarctic sea ice; Environmental science; Climatology; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.009602758,0.000182788,0.0001896915,0.0003425821,0.002355502,0.0007058443,0.001638127,0.00005871899,0.0003743513],"category_scores_gemma":[0.0003670638,0.00009786647,0.00008433689,0.002404024,0.0007494859,0.0008282433,0.00006736619,0.001469199,0.0003975035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126831,"about_ca_system_score_gemma":0.0004437903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947362,"about_ca_topic_score_gemma":0.0007953721,"domain_scores_codex":[0.9941406,0.0009317606,0.0003031568,0.0005103115,0.00293747,0.001176664],"domain_scores_gemma":[0.9977865,0.001154874,0.00007761014,0.0003521352,0.0002593929,0.00036946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001398224,0.0006107322,0.7510625,0.0001300543,0.0001521958,0.0005419633,0.03404102,0.1141544,0.00127104,0.007452333,0.002780484,0.08640514],"study_design_scores_gemma":[0.001511882,0.0009759148,0.5640756,0.000237937,0.00003278927,0.001151963,0.03146252,0.3752961,0.00001714948,0.01946159,0.005227439,0.0005491127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687197,0.00004364245,0.0007352881,0.02064174,0.0002483693,0.0005244843,0.00007759831,0.00001193753,0.008997195],"genre_scores_gemma":[0.9973537,0.00007873064,0.0008142361,0.001352152,0.0002258749,0.000002098745,0.00001966657,0.000006110206,0.0001474104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611417,"threshold_uncertainty_score":0.9989433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04715698193617741,"score_gpt":0.2791521446924002,"score_spread":0.2319951627562228,"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."}}