{"id":"W4392366758","doi":"10.1139/as-2023-0062","title":"Traditional polar transportation seen from within the culture","year":2024,"lang":"en","type":"article","venue":"Arctic Science","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polar; Transport engineering; Engineering; Physics; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083959,0.0003691732,0.0003302815,0.0007644118,0.01071151,0.005906377,0.0006386833,0.0006721401,0.003587649],"category_scores_gemma":[0.001485435,0.0002339252,0.0001800838,0.001261048,0.01191306,0.003392916,0.004761647,0.001643034,0.0003878806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099696,"about_ca_system_score_gemma":0.001964458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02691036,"about_ca_topic_score_gemma":0.0280843,"domain_scores_codex":[0.998849,0.0006740607,0.00003245798,0.0001167601,0.0001192243,0.000208476],"domain_scores_gemma":[0.9995191,0.0001528958,0.00008606668,0.00004326326,0.00006521968,0.0001335464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001634037,0.000007154481,0.003060802,0.00002790268,0.00000439303,0.0006168834,0.9861372,0.00003211168,0.0003120772,0.006570912,0.0006591407,0.002555108],"study_design_scores_gemma":[8.596808e-7,0.000008463959,0.001977854,0.00005183666,0.000002914407,0.0002259953,0.9811818,0.00002251674,0.00007495137,0.0004256181,0.01602134,0.000005814415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557284,0.001053645,0.0006942804,0.00196705,0.0001716358,0.000008754264,0.00004023008,0.00001145889,0.04032454],"genre_scores_gemma":[0.9968858,0.000558846,0.00007912282,0.000105987,0.0000191298,0.000006595056,0.00001503245,0.000009423397,0.002320085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02691036,"threshold_uncertainty_score":0.05350745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982797764657715,"score_gpt":0.3145118156740258,"score_spread":0.2746838380274486,"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."}}