{"id":"W4231769020","doi":"10.14430/arctic4495","title":"AINA News","year":2015,"lang":"en","type":"article","venue":"ARCTIC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Parks Canada","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001490396,0.00005159135,0.00005710963,0.00003445173,0.00001702731,0.00001508282,0.00009091067,0.00001687142,0.0001122542],"category_scores_gemma":[0.0002929446,0.0000470455,0.00002021281,0.0001512198,0.00002772069,0.00009533178,0.00003321253,0.000054815,0.0994605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009541439,"about_ca_system_score_gemma":0.00004433191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009359199,"about_ca_topic_score_gemma":0.0002599726,"domain_scores_codex":[0.9994946,0.00003637183,0.00006190795,0.0001011853,0.0001449325,0.0001610374],"domain_scores_gemma":[0.9995346,0.00001970158,0.0000216703,0.0002358647,0.00005432289,0.0001338258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002016728,0.0004645475,0.5056707,0.00004939978,0.0001161857,0.0002109301,0.007781364,0.0004458865,0.006441214,0.02160446,0.4403945,0.01661918],"study_design_scores_gemma":[0.002444291,0.0002707174,0.08274529,0.00003563256,0.00006699217,0.0001232912,0.0008808503,0.001011852,0.001266543,0.04691327,0.863745,0.00049623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154302,0.0001630481,0.00002603303,0.000999646,0.0002714304,0.0001174164,0.000003432526,0.0002581423,0.08273061],"genre_scores_gemma":[0.9967757,6.000714e-7,0.0005579083,0.0003244292,0.0000916024,0.000004652605,0.000003395291,0.00003127005,0.002210454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4233505,"threshold_uncertainty_score":0.9012406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06797474088572318,"score_gpt":0.2915854694979526,"score_spread":0.2236107286122294,"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."}}