{"id":"W4206463594","doi":"10.14430/arctic70691","title":"AINA News","year":2020,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064251,0.001326962,0.0006779372,0.002164999,0.003893178,0.009285442,0.001007572,0.004338773,0.5982178],"category_scores_gemma":[0.003917255,0.000582657,0.0009852279,0.001745646,0.0007058114,0.002041453,0.002248172,0.0035794,0.5342872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121636,"about_ca_system_score_gemma":0.006092273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02938127,"about_ca_topic_score_gemma":0.07967272,"domain_scores_codex":[0.9989222,0.00008508553,0.00002425235,0.00009234836,0.0006536253,0.0002224828],"domain_scores_gemma":[0.9982029,0.0001885299,0.00006054544,0.00008972253,0.00075941,0.0006988651],"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":[0.00001696587,0.00001184727,0.00003969049,0.00003005026,0.000001442932,0.00002941033,0.000009846201,0.0000090081,0.00003888088,0.0006312275,0.9897433,0.009438396],"study_design_scores_gemma":[0.000004135684,0.000005050386,0.0001998815,0.00004680103,0.000001583329,0.00001341138,0.00004784937,0.00001044548,0.00003025424,0.0002331834,0.9994043,0.000002999335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002802341,0.00160576,0.00009913444,0.00808169,0.01987391,0.00005364069,0.001244582,0.0003928091,0.9683682],"genre_scores_gemma":[0.0005295141,0.0007048284,0.00008194493,0.002467607,0.001200145,0.00001474676,0.0005175689,0.0001240691,0.9943596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4017822,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862543372712377,"score_gpt":0.251480622383969,"score_spread":0.2128551886568452,"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."}}