{"id":"W4378676477","doi":"10.1163/9789004508576_014","title":"Goal-Based Standards, Meta-regulation and Tripartism in Arctic Shipping: What Prospects in Canadian Waters?","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inefficiency; Transparency (behavior); Flexibility (engineering); Process (computing); Business; Set (abstract data type); Accountability; Process management; Environmental resource management; Political science; Economics; Computer science; Management; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002663758,0.0005930914,0.0004129475,0.002039634,0.005972478,0.00827285,0.001663011,0.001723945,0.004106597],"category_scores_gemma":[0.002161402,0.0002792743,0.0004583072,0.00451242,0.01301078,0.004532825,0.001551172,0.003310874,0.0007050954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08467326,"about_ca_system_score_gemma":0.08490453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9247708,"about_ca_topic_score_gemma":0.953005,"domain_scores_codex":[0.9981436,0.0003367934,0.00003768691,0.0001361095,0.0009866412,0.0003591423],"domain_scores_gemma":[0.9988003,0.0002417393,0.00004333435,0.00007681142,0.0006880165,0.0001498792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003894807,0.000005310478,0.0001128731,0.00005796623,0.000002318875,0.00002200511,0.001940176,0.0004698913,0.00005833835,0.9565534,0.02308652,0.01768734],"study_design_scores_gemma":[0.000003567758,0.000007359392,0.001113748,0.0003297312,0.00000778205,0.00004311604,0.00379162,0.0008550652,0.000177203,0.1905463,0.8030946,0.00002994724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006943093,0.05212383,0.01061841,0.06286576,0.001715588,0.00004787274,0.0002085537,0.0001033175,0.8653735],"genre_scores_gemma":[0.3788242,0.1115664,0.01913065,0.01536482,0.0008212857,0.0001192581,0.0004677443,0.00028748,0.4734181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08467326,"threshold_uncertainty_score":0.6143503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05483883549633387,"score_gpt":0.3102102879925087,"score_spread":0.2553714524961748,"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."}}