{"id":"W4249495583","doi":"10.14430/arctic4712","title":"AINA News","year":2018,"lang":"en","type":"article","venue":"ARCTIC","topic":"Transportation Systems and Infrastructure","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Exeter; Polar Knowledge Canada","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002146833,0.0008372252,0.0006151833,0.002291229,0.002875981,0.00876485,0.00164579,0.00455181,0.2963087],"category_scores_gemma":[0.009875239,0.0004296766,0.0006702377,0.00222824,0.0006109183,0.003554414,0.002329017,0.005114858,0.2194462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912059,"about_ca_system_score_gemma":0.006009236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137269,"about_ca_topic_score_gemma":0.03421995,"domain_scores_codex":[0.9979979,0.0001632425,0.0001023756,0.0001452327,0.00129479,0.0002963601],"domain_scores_gemma":[0.9933743,0.0008244024,0.0002750946,0.0004381204,0.003580588,0.001507577],"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":[0.00001283854,0.000008657946,0.0000412262,0.00003917045,9.380941e-7,0.00003074334,0.00001299206,0.000005414699,0.0000378702,0.0003969359,0.989388,0.01002519],"study_design_scores_gemma":[0.00000160713,0.000002286978,0.0001722039,0.00003361208,7.868777e-7,0.00001607333,0.00002235192,0.000003939649,0.00001955702,0.00005526312,0.9996701,0.000002122095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00092486,0.01203845,0.0004776805,0.1068873,0.1561635,0.000199242,0.009212679,0.001935802,0.7121605],"genre_scores_gemma":[0.003459742,0.005598578,0.0007345593,0.03911833,0.01759995,0.0001303714,0.006081948,0.0005064233,0.9267702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2963087,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104450476657987,"score_gpt":0.2069723164922627,"score_spread":0.196527268826464,"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."}}