{"id":"W2898781944","doi":"10.4043/29096-ms","title":"Facility Side-Tracking for Iceberg Risk Management","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Towing; Geolocation; Marine engineering; Tracking (education); Environmental science; Engineering; Geology; Computer science; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000134064,0.0002248814,0.0002204457,0.000299674,0.0001291738,0.00003036749,0.0004571562,0.0002926221,0.00004136305],"category_scores_gemma":[0.0001852997,0.0002306622,0.00005215413,0.0003405725,0.000327919,0.00007900366,0.0001220361,0.0003360554,0.0001232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007027733,"about_ca_system_score_gemma":0.000008845196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007882292,"about_ca_topic_score_gemma":0.00003045918,"domain_scores_codex":[0.9988993,0.000006119358,0.0002192883,0.0003292749,0.00008891073,0.0004571214],"domain_scores_gemma":[0.9991499,0.00005900061,0.00003926812,0.0006118977,0.0001037517,0.00003624828],"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":[0.000013955,0.00004023784,0.01025226,0.0003668361,0.000307325,0.00001495062,0.0001488522,0.0006051674,0.002972433,0.09287534,0.0008077607,0.8915949],"study_design_scores_gemma":[0.002968834,0.00114723,0.02325009,0.0006427875,0.0005005533,0.000091651,0.003072127,0.08922161,0.2815952,0.3314593,0.2627556,0.003295014],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3985974,0.0003861919,0.5818705,0.0004524369,0.0008658945,0.0005707368,0.00005810522,0.008824878,0.008373785],"genre_scores_gemma":[0.9742061,0.0001786864,0.02519958,0.000008071977,0.00003558337,0.0001572877,0.000005257976,0.00002371528,0.0001857415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8882999,"threshold_uncertainty_score":0.9406133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135478345593185,"score_gpt":0.2241322375158994,"score_spread":0.2105844029565809,"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."}}