{"id":"W6945093935","doi":"10.21963/12678","title":"Canadian Ice Island Drift, Deterioration and Detection database (CI2D3 database)","year":2018,"lang":"en","type":"dataset","venue":"Canadian Cryospheric Information Network","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Glacier; Sea ice; Ice shelf; Antarctic sea ice; Ice stream; Cryosphere; Ice sheet; Seabed gouging by 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004362127,0.0003808952,0.0002815258,0.0001078205,0.0008959202,0.0004481204,0.0004120405,0.0003934652,0.006076982],"category_scores_gemma":[0.00002749645,0.0003739641,0.00004039214,0.0005592016,0.00004497268,0.002310096,0.0001256655,0.0002996742,0.002838118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141091,"about_ca_system_score_gemma":0.0004418203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9557289,"about_ca_topic_score_gemma":0.9996229,"domain_scores_codex":[0.9979178,0.00007077718,0.0005296057,0.0003495292,0.0003012991,0.0008309381],"domain_scores_gemma":[0.9978047,0.00002769736,0.0003203288,0.0006923615,0.00004087647,0.001114023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008667892,0.00000187715,0.0003703159,0.00009793603,0.00001687152,0.000009492463,0.00005779779,0.0004121315,7.355871e-7,0.000001159591,0.9971635,0.001859525],"study_design_scores_gemma":[0.0001919278,0.00004948064,0.001142501,0.0001051087,0.00005832187,0.00003333883,0.00003324636,0.005950622,0.000001657894,0.00001593088,0.9919412,0.0004767288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003498646,0.0001147068,0.0001917685,0.0001209383,0.001571669,0.0006564572,0.9921332,0.00003597737,0.001676654],"genre_scores_gemma":[0.004588974,0.0002608617,0.0003101656,0.002959346,0.0007810476,0.00006217204,0.9909697,0.00002097592,0.00004677571],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.043894,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00455670016043097,"score_gpt":0.1793806274774506,"score_spread":0.1748239273170196,"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."}}