{"id":"W4390512878","doi":"10.14430/arctic78597","title":"AINA News","year":2023,"lang":"en","type":"article","venue":"ARCTIC","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001240919,0.0006777711,0.0005003962,0.001136353,0.002320871,0.00683258,0.00119482,0.005090947,0.3723122],"category_scores_gemma":[0.006596649,0.000355061,0.0006650013,0.001133604,0.0007276533,0.002411657,0.001631401,0.005285399,0.2558921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002068189,"about_ca_system_score_gemma":0.004755324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035283,"about_ca_topic_score_gemma":0.02832054,"domain_scores_codex":[0.998865,0.00007857246,0.00004793945,0.0001172932,0.0006998921,0.0001912829],"domain_scores_gemma":[0.99643,0.0004389895,0.0001297302,0.000249691,0.001638713,0.00111291],"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":[0.00001688592,0.000008713116,0.00004106702,0.00003615963,0.000001613767,0.00005009425,0.000009906917,0.000004920362,0.00005567453,0.0006590344,0.9865985,0.01251747],"study_design_scores_gemma":[0.000002961235,0.000003103812,0.0001753306,0.0000394082,0.00000100581,0.00002805199,0.00002761047,0.00000405328,0.00002240064,0.000128852,0.9995653,0.000001981709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006188782,0.009505951,0.0003925096,0.1277125,0.1767507,0.0001370743,0.00390941,0.001117545,0.6798556],"genre_scores_gemma":[0.002368238,0.005007191,0.0004054914,0.05618652,0.01410403,0.00006740019,0.001902782,0.0003079337,0.9196504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3723122,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379444481468021,"score_gpt":0.2135288187862873,"score_spread":0.1755843706394853,"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."}}