{"id":"W1597237700","doi":"10.20381/ruor-13710","title":"Changes in Multiyear Landfast Sea Ice in the Northern Canadian Arctic Archipelago","year":2010,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Oceanography; Arctic; Sea ice; Geography; The arctic; Arctic ice pack; Climatology; Physical geography; Geology","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":[0.0007596478,0.0003652195,0.0002800392,0.006742422,0.001964632,0.002011617,0.0009084117,0.0003659072,0.001106651],"category_scores_gemma":[0.001830621,0.0002300777,0.0004648042,0.01037056,0.0006529954,0.0006089984,0.0006738603,0.0004326787,0.0001657866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02572587,"about_ca_system_score_gemma":0.03588924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957878,"about_ca_topic_score_gemma":0.9986575,"domain_scores_codex":[0.9994251,0.00002368785,0.00005059731,0.00008947575,0.0002797407,0.0001314532],"domain_scores_gemma":[0.998089,0.00007946401,0.0003016155,0.00003286185,0.001276438,0.0002205646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691882,0.00003493387,0.873245,0.001788921,0.0004130118,0.0008723476,0.004185577,0.001265483,0.002178899,0.0008652734,0.008458257,0.1065231],"study_design_scores_gemma":[0.000001856082,0.000006255294,0.9834155,0.0001944685,0.00006248935,0.00009460903,0.002196261,0.0001460368,0.0001621583,0.00004431429,0.01365988,0.00001613832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266743,0.1166012,0.0003958866,0.002400364,0.0002317497,0.00009246822,0.03158183,0.00006722556,0.02195499],"genre_scores_gemma":[0.9370042,0.04562842,0.00116804,0.0004910505,0.00005104683,0.00004514785,0.01066928,0.00002652688,0.004916262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572587,"threshold_uncertainty_score":0.1866551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126582093041243,"score_gpt":0.2426635201679331,"score_spread":0.2213976992375206,"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."}}