{"id":"W7062011057","doi":"","title":"2015 11 24 Shayne Gauthier dresse le bilan de sa carrière univisaire","year":2015,"lang":"fr","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Work (physics); Production (economics); Energy consumption; Set (abstract data type)","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":[0.0005126538,0.000822264,0.0008266525,0.0001720087,0.00009053725,0.000114686,0.0007434783,0.001077342,0.2463599],"category_scores_gemma":[0.0002245495,0.0009602394,0.0002578002,0.00003190853,0.000208082,0.000001183595,0.0001982444,0.0008459802,0.0294369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079455,"about_ca_system_score_gemma":0.0001937267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008185002,"about_ca_topic_score_gemma":0.00381722,"domain_scores_codex":[0.9970872,0.0001228409,0.0009929021,0.000324482,0.0006012276,0.0008713649],"domain_scores_gemma":[0.9978138,0.0001334478,0.000380794,0.0008357646,0.0003064264,0.0005297207],"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":[0.00003839318,0.00005624965,0.000007764761,0.001302993,0.0001635539,0.0000768615,0.001035797,0.1732545,0.00000979991,0.0002241649,0.822302,0.001527898],"study_design_scores_gemma":[0.0009161754,0.0001207739,0.00006056279,0.0006642067,0.0001341036,0.0002543947,0.0002979535,0.005664033,0.00004947499,0.00002255116,0.9908821,0.0009336788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00120843,0.001730232,0.00000957628,0.0006754368,0.001364275,0.0005172691,0.0003001193,0.0006122812,0.9935824],"genre_scores_gemma":[0.00804752,0.0002772719,0.004038721,0.0001446108,0.0005710661,0.00001549652,0.0002624234,0.0004708123,0.9861721],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.216923,"threshold_uncertainty_score":0.9992848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005334951772541452,"score_gpt":0.1714888655264658,"score_spread":0.1661539137539244,"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."}}