{"id":"W4236516629","doi":"10.1111/epp.12227","title":"Editorial","year":2015,"lang":"es","type":"editorial","venue":"EPPO Bulletin","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Consolidation (business); Subject (documents); Public relations; Business; Political science; Data sharing; Information sharing; Library science; Computer science; Medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001692504,0.000626821,0.0006046351,0.00009061657,0.0003223392,0.0001450726,0.001171511,0.001765829,0.04695995],"category_scores_gemma":[0.001144498,0.0006213794,0.00020848,0.0002017683,0.0006198105,0.00007199392,0.001229514,0.001397673,0.1369453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000885784,"about_ca_system_score_gemma":0.0001768663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550176,"about_ca_topic_score_gemma":0.000195574,"domain_scores_codex":[0.9953849,0.0003003203,0.0005626207,0.001033447,0.001820206,0.0008984518],"domain_scores_gemma":[0.9980209,0.0003831112,0.0003577348,0.000779469,0.00007651698,0.0003822932],"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":[0.0002018881,0.0002177954,0.0001152881,0.00004847947,0.00007408319,0.00004178922,0.0001422413,0.0001091378,0.00002019157,0.0002127862,0.9981735,0.0006427821],"study_design_scores_gemma":[0.001175286,0.0005051756,0.0004347017,0.00005037211,0.000117687,0.00000199786,0.00003633871,0.000004883227,0.000007937176,0.000738246,0.9962677,0.0006596523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001927976,0.0001160914,0.00001147636,0.0007451869,0.9118743,0.0005276449,0.0001269798,0.0001077845,0.08629775],"genre_scores_gemma":[0.0009165448,0.00029233,0.0002177843,0.0002261734,0.9549351,0.000100244,0.0002627444,0.00007451614,0.04297452],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08998533,"threshold_uncertainty_score":0.9996238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006091256390117723,"score_gpt":0.2218773032715659,"score_spread":0.2157860468814482,"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."}}