{"id":"W7161954124","doi":"10.82308/845","title":"Investigating the effects of climate change and sea level rise on the coastal processes of the Beaufort Sea, Yukon Territory","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coastal erosion; Climate change; Beaufort sea; Arctic; Sea level rise; Global warming; Arctic sea ice decline; Sea level; Sea ice","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":[0.0001497973,0.0001011241,0.0001223915,0.0002823152,0.0004418087,0.0006159017,0.0002371986,0.000211231,0.0010073],"category_scores_gemma":[0.0003630401,0.0000749405,0.0002521375,0.0008283384,0.0002423689,0.000254839,0.0002982455,0.0001444388,0.0001037893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647642,"about_ca_system_score_gemma":0.001131176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4681346,"about_ca_topic_score_gemma":0.663605,"domain_scores_codex":[0.9999282,0.00001883348,0.00000427101,0.00001266208,0.00001256053,0.00002346588],"domain_scores_gemma":[0.9998252,0.00005162063,0.00002757954,0.00001277751,0.00005449112,0.00002849533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203217,0.00005096725,0.97381,0.00006545374,0.0002039332,0.000578097,0.001253008,0.005259636,0.005153992,0.0004942006,0.0006806491,0.01224684],"study_design_scores_gemma":[0.00000264847,0.00002410233,0.9967397,0.000005137353,0.00002195357,0.00002734934,0.001283263,0.0009936929,0.0003319801,0.00003870557,0.0005287611,0.000002690234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986899,0.00008657483,0.00002234769,0.00005999317,0.000001287789,0.00000277603,0.0001518028,0.000001691036,0.0009834517],"genre_scores_gemma":[0.998655,0.000268797,0.00009475095,0.00001917571,0.000001388356,0.000003373334,0.0002445985,0.00000155704,0.0007113634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5318655,"threshold_uncertainty_score":0.9308194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155911936994329,"score_gpt":0.250150954397393,"score_spread":0.1985918350274497,"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."}}