{"id":"W2147409507","doi":"10.17895/ices.pub.25243498","title":"Variability of oceanographic and ice properties in the Canadian Arctic Archipelago","year":2008,"lang":"en","type":"other","venue":"Open MIND","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic ice pack; Sea ice; Archipelago; Drift ice; Arctic; Oceanography; Antarctic sea ice; Arctic sea ice decline; Geology; Climatology; Arctic dipole anomaly; Iceberg; Spring (device); Fast ice; Beaufort sea; Environmental science","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":[0.0003263708,0.0002226188,0.000181461,0.002527685,0.001201198,0.0008067264,0.0004159325,0.0001620846,0.001667991],"category_scores_gemma":[0.0009927877,0.000132833,0.0002172286,0.00483356,0.0003315004,0.0002057499,0.0003790453,0.000238907,0.0002338904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01026384,"about_ca_system_score_gemma":0.00837524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920397,"about_ca_topic_score_gemma":0.9970156,"domain_scores_codex":[0.9997897,0.000009986988,0.0000105734,0.00003825849,0.00008934227,0.00006208817],"domain_scores_gemma":[0.9990813,0.00005722278,0.0000703339,0.00003136351,0.0006258279,0.0001338675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001054471,0.00003298978,0.9587772,0.00006085686,0.0001312791,0.000124141,0.0008503858,0.00112365,0.0008732837,0.000409051,0.01019012,0.02732165],"study_design_scores_gemma":[0.000001195891,0.000001711324,0.9971687,0.000008601447,0.000006961885,0.00001129032,0.0002339498,0.0002323963,0.0000308699,0.00001603066,0.002283867,0.00000446769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664655,0.001424834,0.0001269051,0.0003417332,0.00003314816,0.0000208667,0.01773966,0.00003964921,0.01380776],"genre_scores_gemma":[0.9878621,0.0009046092,0.0001767714,0.00005195975,0.000008357751,0.00001052081,0.007470033,0.00001404548,0.003501643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026384,"threshold_uncertainty_score":0.07446975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604750097555181,"score_gpt":0.216147545098559,"score_spread":0.1901000441230072,"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."}}