{"id":"W4384821376","doi":"10.46887/2022-007","title":"Beaufort Delta climate data, Northwest Territories","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; Beaufort sea; Beaufort scale; Geography; Physical geography; Geology; Climatology; Oceanography; Arctic; Engineering","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":[0.0005014644,0.0005993944,0.0004756185,0.002154162,0.0007135515,0.001829812,0.0009349978,0.0004818556,0.1209563],"category_scores_gemma":[0.00258441,0.0005743935,0.0002725524,0.005466301,0.0002374095,0.0008544681,0.0006624597,0.0007209075,0.06746232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043412,"about_ca_system_score_gemma":0.004333629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5439261,"about_ca_topic_score_gemma":0.6258792,"domain_scores_codex":[0.9995714,0.00004787564,0.00003145074,0.00007544569,0.0001913426,0.00008250746],"domain_scores_gemma":[0.9983256,0.0002671382,0.000120836,0.0002528623,0.0008445133,0.0001890176],"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":[0.00007667549,0.00001982271,0.003162867,0.0000950267,0.000008030614,0.0000303683,0.0000578953,0.0006202608,0.00005248053,0.0008618753,0.9780039,0.01701068],"study_design_scores_gemma":[0.00008257278,0.000009828386,0.03906792,0.0001154097,0.000007702736,0.000028431,0.0001234268,0.0005778603,0.0003678267,0.0005793662,0.959024,0.00001566153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001923676,0.0001681355,0.0003008695,0.0002009553,0.00009562047,0.00003585881,0.9337863,0.0006446834,0.06284392],"genre_scores_gemma":[0.01374183,0.0005671613,0.001979765,0.0001819376,0.00008002869,0.0002060163,0.7560537,0.001256039,0.2259336],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4560739,"threshold_uncertainty_score":0.9175196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06082496797252525,"score_gpt":0.2614633076348193,"score_spread":0.2006383396622941,"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."}}