{"id":"W7049834139","doi":"","title":"Aero 23fev 2016","year":2016,"lang":"fr","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Photography; Work (physics); Product (mathematics)","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":[0.0002003841,0.0005555119,0.000578249,0.00008260379,0.00008624737,0.00007818076,0.0004368405,0.0005737011,0.817479],"category_scores_gemma":[0.00008329406,0.0005052448,0.0002587037,0.000009696982,0.0001961512,5.304079e-7,0.00007916046,0.0003448414,0.1854782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163466,"about_ca_system_score_gemma":0.00005627945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852361,"about_ca_topic_score_gemma":0.0008401465,"domain_scores_codex":[0.997641,0.00006988804,0.0009246527,0.0002471108,0.0003826131,0.0007347611],"domain_scores_gemma":[0.9985304,0.0001573924,0.0003731193,0.0004995278,0.0001611913,0.0002783669],"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":[0.00005606071,0.00004073409,0.00001178217,0.0004037863,0.0001614311,0.00002212596,0.00009089858,0.001171525,0.00003197139,0.0004245449,0.9768643,0.02072078],"study_design_scores_gemma":[0.0008513104,0.0001451668,0.00003944941,0.0004160876,0.00008340656,0.00005290178,0.00002657826,0.0001992502,0.0004426848,0.00003250734,0.9971055,0.0006051766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005701464,0.001350701,0.00000889406,0.0004830385,0.0008703042,0.0004231028,0.0001663968,0.0002224113,0.995905],"genre_scores_gemma":[0.00578813,0.001187779,0.0008791199,0.0001789267,0.0004761187,0.00002604189,0.00004455282,0.0001591576,0.9912602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6320008,"threshold_uncertainty_score":0.9997399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004516336089886507,"score_gpt":0.174037926717307,"score_spread":0.1695215906274205,"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."}}