{"id":"W7075319547","doi":"","title":"Shipping in Inuit Nunangat Governance Challenges and Approaches in Canadian Arctic Waters","year":2023,"lang":"en","type":"article","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Arctic; The arctic; Homeland; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003356763,0.00007278399,0.00009443474,0.00004418738,0.000048113,0.00001154831,0.00008876561,0.00003715424,0.00005834128],"category_scores_gemma":[0.00002221154,0.00005687756,0.00001015462,0.0001586277,0.0001151046,0.00008319462,0.0001282134,0.00007834371,0.0001121281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031227,"about_ca_system_score_gemma":0.000006158546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5335425,"about_ca_topic_score_gemma":0.975531,"domain_scores_codex":[0.9992092,0.00004036995,0.00009978181,0.0002066749,0.00009538091,0.0003485425],"domain_scores_gemma":[0.9998062,0.00003003979,0.00001212837,0.00007514496,5.523012e-7,0.00007595313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006270826,0.00002346595,0.8122783,0.0001044886,0.000008278077,0.00006851315,0.1264979,0.001549812,0.00006890753,0.00143605,0.00009857061,0.05785939],"study_design_scores_gemma":[0.0001064175,0.000008110127,0.9915842,0.00003097366,7.598121e-7,0.000001276265,0.005009977,0.0004956361,0.00003656159,0.0008255448,0.001802472,0.00009804441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807178,0.000333762,1.015522e-7,0.007020539,0.00002119812,0.00008656045,0.000001891442,0.00001655508,0.01180156],"genre_scores_gemma":[0.9977469,0.000953311,0.0000269785,0.0001093019,0.000007179385,0.00001263485,6.308486e-7,0.00000472069,0.001138284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4419886,"threshold_uncertainty_score":0.4695637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263403340310861,"score_gpt":0.2233248747863699,"score_spread":0.09698454075528373,"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."}}