{"id":"W4234931320","doi":"10.14430/arctic4397","title":"AINA News","year":2014,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001439243,0.00005339285,0.00006117515,0.0000332264,0.00003463231,0.00001467562,0.00009354063,0.0000169846,0.0002987442],"category_scores_gemma":[0.0002678432,0.00004883929,0.00002699536,0.0001120131,0.00002801734,0.00006198328,0.00002574316,0.00005639814,0.08419556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003447951,"about_ca_system_score_gemma":0.000007973083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004572406,"about_ca_topic_score_gemma":0.0002201898,"domain_scores_codex":[0.999505,0.00005289709,0.00006319383,0.0001130235,0.00009900856,0.0001668045],"domain_scores_gemma":[0.999567,0.00005690293,0.00002362953,0.0002728815,0.00002204936,0.00005758738],"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":[0.0001150888,0.0004721436,0.5886654,0.0001585787,0.0001345164,0.00003276974,0.002726746,0.0003958168,0.05089459,0.1490594,0.09664644,0.1106985],"study_design_scores_gemma":[0.000919019,0.0001432957,0.2498021,0.00003209315,0.00004265871,0.00003139658,0.000055806,0.002564748,0.001535049,0.03058163,0.7139665,0.0003257536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075963,0.00003502261,0.0001932332,0.0009122498,0.0001951327,0.0001001848,0.000001767228,0.0002694599,0.09069667],"genre_scores_gemma":[0.9973414,6.896977e-7,0.0005247424,0.0005559035,0.0001137952,0.000004386432,0.00000253673,0.0000332358,0.001423307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6173201,"threshold_uncertainty_score":0.9165175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149222299224149,"score_gpt":0.2379954200101656,"score_spread":0.2265031970179241,"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."}}