{"id":"W7132632141","doi":"","title":"Fifty years of IAHR’s Symposium on Ice: country contributions and international co-authorship","year":2022,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"China; Climate change; Index (typography); Quality (philosophy); Water quality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01015349,0.0009812523,0.001123158,0.02336783,0.002565125,0.00904633,0.0007622125,0.001095612,0.03205971],"category_scores_gemma":[0.02674056,0.0004127434,0.0007034698,0.04348554,0.002191227,0.006695838,0.005510609,0.001909983,0.01018729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00264621,"about_ca_system_score_gemma":0.003964772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577205,"about_ca_topic_score_gemma":0.003397999,"domain_scores_codex":[0.9928531,0.001430896,0.001071961,0.001095759,0.00266118,0.0008871848],"domain_scores_gemma":[0.9678375,0.0149197,0.004138115,0.002673043,0.007077018,0.003354631],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002276025,0.00003629878,0.004653381,0.003318025,0.00007989864,0.0004158119,0.01081024,0.0003031169,0.001138768,0.02928202,0.7622238,0.1875111],"study_design_scores_gemma":[0.000004182623,0.00001402133,0.007652414,0.001008999,0.00001410038,0.0001564613,0.002147876,0.00003736498,0.0002094294,0.0008682807,0.98787,0.00001688425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06596727,0.3036044,0.005041202,0.06134748,0.1222233,0.0002855134,0.05351349,0.0009062536,0.3871112],"genre_scores_gemma":[0.3906744,0.2108477,0.009152181,0.008031338,0.05906722,0.0006816572,0.06459969,0.003681253,0.2532645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9898465,"threshold_uncertainty_score":0.1072504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013407677453151,"score_gpt":0.2383906036007267,"score_spread":0.2282565268261952,"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."}}