{"id":"W2243124706","doi":"","title":"A Methodology to Evaluate Canada’s Arctic Shipping Regulations","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada","keywords":"Arctic; Arctic ice pack; Climatology; The arctic; Sea ice; Environmental science; Port (circuit theory); Latitude; Geography; Meteorology; Physical geography; Oceanography; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.007963705,0.0009901781,0.0005663497,0.01268431,0.002089318,0.004160363,0.001254609,0.0006076826,0.003301892],"category_scores_gemma":[0.02027393,0.0003516419,0.001119795,0.009608567,0.001132093,0.0009502514,0.001475635,0.0006842036,0.0003720197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644325,"about_ca_system_score_gemma":0.03135883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5168823,"about_ca_topic_score_gemma":0.4362201,"domain_scores_codex":[0.9899116,0.002425946,0.0008783501,0.001040161,0.005114969,0.0006289473],"domain_scores_gemma":[0.9775771,0.00518649,0.002041136,0.0008378122,0.01387711,0.0004803105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004143115,0.0006645495,0.3028152,0.001112023,0.0007123384,0.0006116077,0.007823776,0.07168786,0.01454752,0.06712036,0.0139612,0.5185292],"study_design_scores_gemma":[0.0002549444,0.001793883,0.3561157,0.001219833,0.0004954548,0.0006286108,0.03566081,0.3453725,0.03147423,0.02454355,0.2019542,0.0004863303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2990637,0.001054906,0.5871298,0.0007777919,0.0001793636,0.009701131,0.02028329,0.001743238,0.08006676],"genre_scores_gemma":[0.3287565,0.0003833148,0.6544643,0.0001135963,0.00001768222,0.003742074,0.006713105,0.0000811854,0.005728216],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4831177,"threshold_uncertainty_score":0.9719257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619601315658147,"score_gpt":0.27047262767894,"score_spread":0.2242766145223586,"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."}}