{"id":"W4239869286","doi":"10.14430/arctic4346","title":"AINA News","year":2013,"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":[0.001034353,0.001236199,0.0006819619,0.002181545,0.004259855,0.009067587,0.001045721,0.004121844,0.5140278],"category_scores_gemma":[0.00396604,0.0005174399,0.0009055103,0.001918279,0.0007416853,0.002108485,0.002181666,0.003524185,0.420101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486413,"about_ca_system_score_gemma":0.006845431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03719743,"about_ca_topic_score_gemma":0.1069125,"domain_scores_codex":[0.9989712,0.00007254615,0.00002524684,0.00009325421,0.000621991,0.0002157191],"domain_scores_gemma":[0.9984157,0.0001720126,0.00006004515,0.0000842201,0.0007325419,0.0005355273],"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":[0.0000172483,0.00001175618,0.0000540609,0.00002927111,0.000001602785,0.00003677121,0.00001373361,0.000009179041,0.00004001024,0.0007400755,0.9894919,0.009554475],"study_design_scores_gemma":[0.000003723384,0.0000046828,0.0002674798,0.00004997927,0.000001984793,0.00001523048,0.0000622801,0.0000114389,0.00003779007,0.0002306463,0.9993116,0.000003237969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003896332,0.002159209,0.0001228943,0.01200999,0.02080173,0.00005679516,0.001303133,0.0004318341,0.9627247],"genre_scores_gemma":[0.0006825841,0.0008624587,0.00008784024,0.002749739,0.001194712,0.00001344715,0.0004757672,0.000117066,0.9938164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5140278,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308657767330626,"score_gpt":0.2309887188799669,"score_spread":0.2179021412066606,"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."}}