{"id":"W4386175632","doi":"10.46298/cst.12114","title":"Evaluation of maritime transportation activities in the Canadian Arctic","year":2012,"lang":"en","type":"article","venue":"˜Les œCahiers scientifiques du transport","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Arctic; Geography; The arctic; TRIPS architecture; Transport engineering; Engineering; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002050417,0.0007290193,0.0003787565,0.007005709,0.001995227,0.00240865,0.0008568824,0.000231752,0.00184483],"category_scores_gemma":[0.00432283,0.0001837972,0.0005887858,0.01154397,0.0006380137,0.0006506577,0.001220018,0.0003989786,0.0003439888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02197423,"about_ca_system_score_gemma":0.03201181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741045,"about_ca_topic_score_gemma":0.9838455,"domain_scores_codex":[0.995902,0.000302238,0.0001465955,0.0002544983,0.002920435,0.0004741757],"domain_scores_gemma":[0.9943815,0.0002140786,0.0003899629,0.00007205173,0.004531696,0.0004107074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003275374,0.000131691,0.7701526,0.0007669659,0.000285356,0.0003710445,0.008019619,0.01098522,0.003372463,0.003515521,0.00633905,0.195733],"study_design_scores_gemma":[0.000004169292,0.00006290698,0.9599785,0.0001777439,0.00006320868,0.00005205701,0.01014494,0.004224394,0.001626198,0.0001829978,0.02342098,0.00006193418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082189,0.002035946,0.004736943,0.0005104088,0.00007734926,0.0003585739,0.01377807,0.0001114837,0.07017224],"genre_scores_gemma":[0.9740936,0.002080072,0.006034128,0.00005879307,0.0000180326,0.0001426248,0.008031766,0.00003377187,0.009507326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589554,"threshold_uncertainty_score":0.159435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04099070512568626,"score_gpt":0.3075783144824926,"score_spread":0.2665876093568063,"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."}}