{"id":"W4233483217","doi":"10.14430/arctic68033","title":"AINA News","year":2019,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0009207749,0.001287433,0.0006589856,0.002209275,0.003802716,0.00881607,0.0009265359,0.003727418,0.5945804],"category_scores_gemma":[0.003741755,0.0005173198,0.0008616265,0.001799001,0.0006983439,0.001917008,0.002173969,0.003325805,0.5154572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00205576,"about_ca_system_score_gemma":0.005520198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02794727,"about_ca_topic_score_gemma":0.07615119,"domain_scores_codex":[0.9990817,0.00007458714,0.0000225249,0.00008208508,0.0005455053,0.0001935801],"domain_scores_gemma":[0.9983796,0.0001738488,0.00006151506,0.00008452088,0.0006887162,0.0006118015],"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":[0.00001872809,0.00001167285,0.00004923125,0.00003246622,0.000001623097,0.0000320265,0.00001127656,0.00000894867,0.00003933283,0.0006527337,0.9892594,0.009882625],"study_design_scores_gemma":[0.000003852235,0.000004956652,0.0002385722,0.00005411144,0.000001703534,0.00001477811,0.00005346843,0.000009949243,0.00003350842,0.000238975,0.9993431,0.000002950486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003245321,0.001821528,0.00009702938,0.008612516,0.02152142,0.00004744255,0.001471557,0.000374293,0.9657298],"genre_scores_gemma":[0.0006406092,0.0007927634,0.00008270019,0.002300862,0.001296174,0.00001276333,0.000588075,0.0001226973,0.9941633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5945804,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009775960793689703,"score_gpt":0.236109235723546,"score_spread":0.2263332749298563,"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."}}