{"id":"W2752021738","doi":"10.14430/arctic4663","title":"The Relationship between Airport Infrastructure and Flight Arrivals in Remote Northern Canadian Communities","year":2017,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circumpolar star; Runway; Geography; Air traffic control; Population; Aviation; Reliability (semiconductor); Arctic; Air travel; Environmental resource management; Environmental science; Engineering; Ecology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005527851,0.00007171479,0.0001036687,0.00004616758,0.006652644,0.0001475842,0.0003501647,0.00006787256,0.000008932498],"category_scores_gemma":[0.001180024,0.00005126013,0.0000214067,0.00005011353,0.001052922,0.0001367738,0.00007604569,0.000225549,0.00001225931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235829,"about_ca_system_score_gemma":0.0002380691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8943091,"about_ca_topic_score_gemma":0.9934514,"domain_scores_codex":[0.9992375,0.0001474322,0.0001231366,0.0000745293,0.0001245419,0.0002928313],"domain_scores_gemma":[0.9987444,0.0006848261,0.00008770811,0.0003253074,0.0000306307,0.0001271416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[8.677394e-7,4.936835e-7,0.9600979,0.000002860841,0.000008810636,0.000001717165,0.0249534,3.995404e-7,1.568498e-8,0.01259924,0.0001915767,0.002142718],"study_design_scores_gemma":[0.00006589599,0.000004487065,0.8982662,0.0000277056,0.000008242861,6.740285e-7,0.008271843,0.000002461871,1.071189e-7,0.06493998,0.0283502,0.00006221867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738691,0.0001726675,0.000001606077,0.06646886,0.0001100768,0.0001394355,0.000006466501,0.00001253051,0.05921924],"genre_scores_gemma":[0.9977481,0.0001678373,0.00004732536,0.0001718741,0.0001774088,0.000002215612,0.000001471894,0.000006267949,0.001677464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123879,"threshold_uncertainty_score":0.9946406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565828217003358,"score_gpt":0.3338311491392846,"score_spread":0.2772483274389488,"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."}}