{"id":"W2055009048","doi":"10.2172/883587","title":"LLNL Submissions to US ITER Project Office Request for Expression of Interest","year":2005,"lang":"en","type":"report","venue":"","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coal; Structural basin; Library science; Engineering; Waste management; Archaeology; Geology; Computer science; Geography; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002157964,0.0002257262,0.0003480264,0.0003744122,0.00002912581,0.00001938454,0.0002964715,0.0004177506,0.0001189524],"category_scores_gemma":[0.0004507559,0.0001807977,0.0001061624,0.000157671,0.00002074267,0.00004387871,0.00006675915,0.0002216972,0.00002019316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109009,"about_ca_system_score_gemma":0.0001192609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005134756,"about_ca_topic_score_gemma":0.00006106594,"domain_scores_codex":[0.9988824,0.000007628529,0.0004763125,0.0002640195,0.0001654547,0.0002042351],"domain_scores_gemma":[0.9989581,0.00008873961,0.0001057567,0.0005638127,0.0002347673,0.00004889846],"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":[0.0000185707,0.00005194414,0.00008247605,0.0009789048,0.00004211296,0.000001331683,0.000193003,0.0002752562,0.02187462,0.0001003734,0.899755,0.07662643],"study_design_scores_gemma":[0.00007630567,0.00006431732,0.0001262621,0.0007492335,0.00002105951,0.000007455486,0.0001229138,0.0001874553,0.1184464,0.000008968451,0.8799485,0.0002411203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0818713,0.005729811,0.08243236,0.001113962,0.004703779,0.00642222,0.001165295,0.01116902,0.8053923],"genre_scores_gemma":[0.8229814,0.00280218,0.08863439,0.00005684077,0.000754407,0.001063732,0.000450107,0.0002622474,0.08299474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7411101,"threshold_uncertainty_score":0.7372715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549054344008208,"score_gpt":0.3492342645882045,"score_spread":0.1943288301873837,"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."}}