{"id":"W7023597825","doi":"","title":"Oceaneering's Subsea Robotics Segment Wins Contracts in Excess of $225 Million during Fourth Quarter 2020","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Robotics; Subsea; Quarter (Canadian coin); Remotely operated underwater vehicle","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005842288,0.0003959894,0.0006011077,0.0004087538,0.000009070819,0.00002301144,0.0002486708,0.000652788,0.0003359606],"category_scores_gemma":[0.00002111732,0.0004071273,0.00009766088,0.0003125657,0.00002872992,0.00003359966,0.00005995965,0.0005641992,0.00001033729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009511803,"about_ca_system_score_gemma":0.00001516731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005642256,"about_ca_topic_score_gemma":0.0002492506,"domain_scores_codex":[0.99874,0.000009444309,0.0003693502,0.0002773995,0.000210529,0.0003932562],"domain_scores_gemma":[0.9993859,0.00003110898,0.00005785894,0.0004461124,0.00001884313,0.0000602085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001175748,0.0001914575,0.002274322,0.005761859,0.0007111869,0.0006829113,0.0002538828,0.8950768,0.009123558,0.0006026031,0.08336563,0.001944051],"study_design_scores_gemma":[0.01441107,0.000807656,0.05777752,0.03126731,0.0007885461,0.0004138295,0.003827743,0.3259296,0.2596516,0.0003160049,0.2885661,0.01624305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1691204,0.05149194,0.09372537,0.0007542261,0.01000536,0.00294798,0.0002553563,0.01718378,0.6545156],"genre_scores_gemma":[0.9261056,0.004220861,0.01482047,0.00001104905,0.0003441727,0.00003872704,0.0001012552,0.0009803531,0.05337756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7569851,"threshold_uncertainty_score":0.9998381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005548632402472326,"score_gpt":0.1859780679667226,"score_spread":0.1804294355642503,"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."}}