{"id":"W2325858566","doi":"10.2118/19270-ms","title":"Small Field Development—Offshore Newfoundland and Labrador, Canada","year":2007,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petroleum Research Newfoundland and Labrador","funders":"","keywords":"Citation; Library science; Icon; Submarine pipeline; Engineering; World Wide Web; Archaeology; Computer science; History","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001708782,0.0002931709,0.0003571167,0.0004259446,0.00006485882,0.00002881674,0.0004682873,0.0003993064,0.00001200462],"category_scores_gemma":[0.0001306877,0.0002977358,0.00002123352,0.000500459,0.000166524,0.00009374986,0.0001547795,0.0004809414,0.000001520437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112459,"about_ca_system_score_gemma":0.0001014449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231873,"about_ca_topic_score_gemma":0.07655469,"domain_scores_codex":[0.9986458,5.911198e-7,0.0003879951,0.0002929159,0.000165,0.0005077446],"domain_scores_gemma":[0.9994498,0.00006470942,0.00006732714,0.000144849,0.0001865532,0.00008679252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000377475,0.00004610023,0.2954574,0.000853944,0.0002437761,0.00004905976,0.0004796186,0.00002225713,0.03121633,0.05627958,0.002974549,0.6123397],"study_design_scores_gemma":[0.0008896162,0.0003113514,0.05565463,0.0005038205,0.00006559183,0.0002568443,0.003195257,0.001737378,0.8604348,0.004581796,0.07084898,0.001519908],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878497,0.0009136809,0.001891797,0.0003975847,0.0001754255,0.0001537813,0.000003356058,0.00135387,0.007260838],"genre_scores_gemma":[0.988103,0.0001544151,0.0115744,0.00002067785,0.0000235995,0.00001510617,0.000002408608,0.00003211905,0.00007424626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8292185,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139526287095126,"score_gpt":0.1888202783357776,"score_spread":0.1774250154648263,"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."}}