{"id":"W2023749548","doi":"10.4043/13026-ms","title":"Ice Detection and Management in Support of Canadian East Coast Oil Operations","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Iceberg; General partnership; Sea ice; Environmental resource management; Engineering; Environmental science; Oceanography; Business; Geology; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008856922,0.000330238,0.0001220946,0.00221906,0.003004723,0.001798083,0.001307489,0.0003048472,0.003866253],"category_scores_gemma":[0.003473875,0.000163932,0.0001772825,0.00173249,0.0006589272,0.0005358929,0.001469805,0.0005725782,0.0003530644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02553152,"about_ca_system_score_gemma":0.05081796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749709,"about_ca_topic_score_gemma":0.9887953,"domain_scores_codex":[0.9986205,0.0001013149,0.00004724406,0.00008651162,0.0006993738,0.0004450033],"domain_scores_gemma":[0.9960354,0.000234982,0.0003703207,0.00005945102,0.002577516,0.0007223201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004402866,0.0004214423,0.4784605,0.0005370051,0.00007435607,0.001381258,0.01133431,0.01273649,0.009196498,0.004279115,0.03810767,0.443031],"study_design_scores_gemma":[0.00002871652,0.0002708139,0.8383684,0.0002633982,0.00005850706,0.0002625961,0.03607327,0.01454423,0.004669149,0.0006286593,0.1047142,0.0001179982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8720869,0.001140349,0.003908352,0.004736697,0.0001313574,0.0007669228,0.002618012,0.0003534148,0.1142579],"genre_scores_gemma":[0.9731156,0.0009205021,0.004843062,0.000296712,0.00002239901,0.00006855975,0.001489857,0.00002270276,0.01922052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553152,"threshold_uncertainty_score":0.185245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315208947664667,"score_gpt":0.1988053176726215,"score_spread":0.1856532281959748,"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."}}