{"id":"W4235886887","doi":"10.14430/arctic4558","title":"AINA News","year":2016,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"W. Garfield Weston Foundation; Association of Canadian Universities for Northern Studies; University of Alberta; ArcticNet; Directorate for Biological Sciences; Arctic Institute of North America","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001131541,0.001263646,0.0006754439,0.002142399,0.003913366,0.009570824,0.001019571,0.004172558,0.5107948],"category_scores_gemma":[0.004627796,0.0005172234,0.0008995252,0.001770103,0.0007747776,0.002421072,0.002379235,0.003655499,0.4250481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350203,"about_ca_system_score_gemma":0.006568847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02804637,"about_ca_topic_score_gemma":0.07978606,"domain_scores_codex":[0.9989067,0.00008061051,0.0000301916,0.00009926578,0.0006697546,0.0002133957],"domain_scores_gemma":[0.9981841,0.0001899771,0.00007336809,0.0001027856,0.0007937675,0.000655802],"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":[0.00001911125,0.00001219141,0.00005869128,0.00003419412,0.000001670443,0.00004100705,0.00001525815,0.000009837825,0.00004361595,0.0008221033,0.9887966,0.01014587],"study_design_scores_gemma":[0.000003529068,0.000004631473,0.0002227641,0.00005302043,0.000001638679,0.00001509604,0.00005755165,0.00001011035,0.00003310875,0.0002294968,0.9993662,0.000002912961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004074531,0.002561886,0.0001223116,0.01447426,0.02962855,0.00005643665,0.00135779,0.000419892,0.9509715],"genre_scores_gemma":[0.0006711045,0.0009170597,0.00008199397,0.002830639,0.001579981,0.00001268476,0.0004869376,0.0001116233,0.9933078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4892052,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683039701234201,"score_gpt":0.2476725518972285,"score_spread":0.2308421548848865,"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."}}