{"id":"W4384694394","doi":"10.25071/2561-5467.1047","title":"Ten Years of The Northern Mariner: A Decade of Dedicated Nautical Research and the Challenge Ahead","year":2023,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering","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":[0.02201745,0.001613284,0.003106506,0.001401356,0.01064075,0.01571873,0.002551206,0.02207883,0.01089015],"category_scores_gemma":[0.03779591,0.0006909816,0.001560294,0.001450004,0.01602541,0.01493338,0.01007119,0.04502089,0.004082081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008913161,"about_ca_system_score_gemma":0.02891849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191426,"about_ca_topic_score_gemma":0.05170285,"domain_scores_codex":[0.9852152,0.006509328,0.0008445338,0.001303829,0.003392738,0.002734414],"domain_scores_gemma":[0.9505987,0.01556419,0.002709332,0.001960885,0.008690479,0.02047629],"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":[0.00006271873,0.00002922383,0.0002683882,0.0002773865,0.00002685573,0.0002112055,0.002286425,0.00002389564,0.00008362867,0.007395844,0.975432,0.0139024],"study_design_scores_gemma":[0.0000147755,0.00002535732,0.0005497219,0.001101648,0.00001445701,0.0002428588,0.008378042,0.00002725996,0.00004943142,0.008411351,0.981145,0.0000400493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003035977,0.03989701,0.0001347204,0.8300101,0.1275826,0.0000041395,0.00003045014,0.00001838466,0.002019068],"genre_scores_gemma":[0.01359021,0.04603491,0.0009843806,0.7423463,0.1656069,0.00006598094,0.00008511754,0.0001778111,0.03110845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02207883,"threshold_uncertainty_score":0.1164408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05782986703918178,"score_gpt":0.3378426452656844,"score_spread":0.2800127782265026,"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."}}