{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000554959,0.00002743183,0.00003542924,0.00001270686,0.00009221993,0.00001114318,0.00003852509,0.00001189916,0.001496775],"category_scores_gemma":[0.00004406866,0.00001860972,0.00001468646,0.0001748401,0.00001548004,0.00004452015,0.00000544642,0.00002566931,0.01283966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.208307e-7,"about_ca_system_score_gemma":0.00000205264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429523,"about_ca_topic_score_gemma":0.004353828,"domain_scores_codex":[0.9997016,0.00001112684,0.00004133334,0.00006909702,0.00005671751,0.0001201556],"domain_scores_gemma":[0.9998699,0.00004432667,0.0000083008,0.00004258972,0.000006962855,0.00002790749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000363546,0.000001784764,0.9250188,0.000003499501,0.000003533241,0.000008651318,0.0001191201,0.001791677,0.000001673253,0.0001240116,0.002636338,0.07028731],"study_design_scores_gemma":[0.00003577676,0.00004342373,0.9661053,0.000001233878,0.00000149922,8.236188e-7,0.0001664114,0.002624544,0.000001477328,0.006146246,0.02484084,0.00003236086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977965,0.0001018517,0.00001332945,0.004836211,0.0002553143,0.00004759962,0.000002511538,0.00009972214,0.01667847],"genre_scores_gemma":[0.9986882,0.0001262861,0.00005047194,0.0003826019,0.00005627546,4.472336e-7,0.00003685406,4.135217e-7,0.0006584969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07025495,"threshold_uncertainty_score":0.999416,"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."}}