{"id":"W6948078111","doi":"10.4224/12340992","title":"Impact of climate change on Arctic shipping: vessel damage and regulations","year":2006,"lang":"en","type":"report","venue":"NPARC","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Canadian Wood Council","funders":"","keywords":"Arctic; Arctic ice pack; Port (circuit theory); Climate change; The arctic; Sea ice; Table (database); Ice formation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001961694,0.0002694757,0.000370542,0.0003189274,0.00006539712,0.0002619296,0.0004929901,0.00009233913,0.00001384065],"category_scores_gemma":[0.0001413714,0.000244349,0.0002046783,0.0003072005,0.0001102985,0.0005757287,0.0003153902,0.0001523216,0.00001146016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409041,"about_ca_system_score_gemma":0.0003205573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001977006,"about_ca_topic_score_gemma":0.000005214304,"domain_scores_codex":[0.9981849,0.00003062283,0.0003240206,0.0004744506,0.0006423207,0.0003436969],"domain_scores_gemma":[0.9983125,0.00009553091,0.000333448,0.0008684816,0.0002490241,0.0001409901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000896053,0.004757239,0.2404912,0.008365139,0.001054026,0.000719931,0.001197569,0.0003888127,0.001189433,0.09323467,0.1517946,0.4967178],"study_design_scores_gemma":[0.0004186263,0.0003920768,0.9660357,0.001819952,0.0001427984,0.00008918619,0.000003869054,0.003045965,0.0000650924,0.02239672,0.004896536,0.0006934273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1186155,0.001233285,0.0007410322,0.0008198017,0.0009252228,0.001000061,0.0006619266,0.0005430025,0.8754601],"genre_scores_gemma":[0.996382,0.0002374423,0.002296464,0.00004869366,0.0001968619,0.00003284319,0.0001011462,0.0000374157,0.0006671392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8777664,"threshold_uncertainty_score":0.9964264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487536000276765,"score_gpt":0.3185304589965505,"score_spread":0.269776858968874,"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."}}