{"id":"W4225290916","doi":"10.3390/rs14092175","title":"Physiographic Controls on Landfast Ice Variability from 20 Years of Maximum Extents across the Northwest Canadian Arctic","year":2022,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"Natural Environment Research Council; National Science Foundation","keywords":"Arctic; Sea ice; Oceanography; Arctic ice pack; Physical geography; Geology; Storm; Climatology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009803716,0.0003619708,0.0003946644,0.001945111,0.002014534,0.001385731,0.0009976613,0.0003338887,0.001233514],"category_scores_gemma":[0.002540222,0.0002672335,0.0005477152,0.003185185,0.0008832609,0.0004380564,0.001061546,0.0004337181,0.0001539217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145964,"about_ca_system_score_gemma":0.01334961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817861,"about_ca_topic_score_gemma":0.9934744,"domain_scores_codex":[0.9992299,0.00004848438,0.00004443033,0.0002322468,0.0001985217,0.0002464058],"domain_scores_gemma":[0.9975752,0.0001694721,0.0004201578,0.0001454451,0.001281502,0.0004081886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028272,0.00001065014,0.9901276,0.00002691865,0.0001288194,0.00006940064,0.00139875,0.0003146102,0.0009278582,0.000122595,0.0008517949,0.005918024],"study_design_scores_gemma":[6.375325e-7,0.000002217151,0.9989038,0.000009198167,0.000009037082,0.00001008494,0.0003481485,0.0000959166,0.00003337014,0.000008377223,0.0005753166,0.000003975902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924973,0.0007160288,0.0001479381,0.0001655034,0.00001688767,0.000009828495,0.004393939,0.00001617416,0.002036356],"genre_scores_gemma":[0.9969235,0.0002019928,0.000132473,0.00003763374,0.000005266014,0.000008786745,0.002154492,0.000008724254,0.0005271203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821393,"threshold_uncertainty_score":0.08314586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008450182971728915,"score_gpt":0.2021010305822067,"score_spread":0.1936508476104778,"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."}}