{"id":"W4403481360","doi":"10.1139/as-2024-0009","title":"Science highlights from the Kjell Henriksen Observatory on Svalbard","year":2024,"lang":"en","type":"article","venue":"Arctic Science","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Observatory; Geography; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009078636,0.0005316621,0.0003430792,0.001129598,0.001967424,0.003568053,0.0005576254,0.001384516,0.02238825],"category_scores_gemma":[0.001074075,0.0002319621,0.0002651825,0.0008438222,0.0006987659,0.001039498,0.003791643,0.003081778,0.008734602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167903,"about_ca_system_score_gemma":0.002456864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02472251,"about_ca_topic_score_gemma":0.06150889,"domain_scores_codex":[0.9993315,0.00005300832,0.0000163742,0.0001290542,0.0003406046,0.0001295222],"domain_scores_gemma":[0.9992232,0.00006814083,0.00003946247,0.00004763561,0.0002478964,0.0003736485],"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":[0.00008334815,0.00002075446,0.001161567,0.0002070192,0.00001918379,0.0002851685,0.000199616,0.00008470795,0.001198719,0.00213668,0.9483241,0.04627916],"study_design_scores_gemma":[0.000002729046,0.000006053025,0.002982115,0.00007840734,0.000003840681,0.00003334349,0.0001064027,0.00001642426,0.0001244267,0.0004218534,0.9962204,0.0000039282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01990694,0.1209376,0.001494273,0.2209201,0.1053385,0.0001335048,0.01494227,0.001020151,0.5153067],"genre_scores_gemma":[0.1518949,0.115677,0.004397936,0.04329657,0.07274342,0.0001451404,0.0226858,0.001637813,0.5875214],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02472251,"threshold_uncertainty_score":0.07489616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219234663749727,"score_gpt":0.2398118975764394,"score_spread":0.2076195509389422,"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."}}