{"id":"W2470234189","doi":"","title":"Near Shore FLNG Concept Evaluations","year":2015,"lang":"en","type":"dissertation","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shore; Geography; Oceanography; Geology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004309901,0.001062864,0.001091243,0.0006415065,0.0002880123,0.0002830461,0.0006680227,0.0007375272,0.001443135],"category_scores_gemma":[0.0002758419,0.001127816,0.0003495731,0.001055329,0.00007727154,0.0002947121,0.0001032441,0.001036076,0.001334474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003318516,"about_ca_system_score_gemma":0.0002218829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010027,"about_ca_topic_score_gemma":0.000621594,"domain_scores_codex":[0.9963572,0.00007367643,0.0009192001,0.0007341936,0.001011015,0.0009047069],"domain_scores_gemma":[0.9979104,0.0001570628,0.0001623933,0.0009343784,0.0004890414,0.0003467006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007416334,0.0001687052,0.0002893178,0.002628754,0.001778702,0.0001857074,0.01661083,0.1262468,0.001501562,0.001098503,0.7540724,0.09534454],"study_design_scores_gemma":[0.004664659,0.0006356761,0.03261644,0.002304476,0.002413437,0.00009407139,0.008807944,0.1445676,0.003110364,0.002395754,0.7891455,0.009244024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2631113,0.04969957,0.003864904,0.0003126767,0.02544498,0.004617012,0.001751502,0.005521288,0.6456768],"genre_scores_gemma":[0.9040631,0.001637983,0.002496703,0.0001141811,0.003281549,0.0008434816,0.009890045,0.0009361212,0.07673685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6409518,"threshold_uncertainty_score":0.9994697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640076729785909,"score_gpt":0.275248088003877,"score_spread":0.2588473207060178,"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."}}