{"id":"W187090646","doi":"","title":"Editorial: Recent Research (February 2011)","year":2011,"lang":"en","type":"editorial","venue":"The open source business resource","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.0242291,0.002706131,0.003099314,0.001817352,0.003737322,0.004298303,0.02461779,0.006148875,0.005274144],"category_scores_gemma":[0.006985789,0.00212571,0.0006000842,0.00601445,0.003061826,0.001012478,0.01669773,0.01060795,0.07534958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251696,"about_ca_system_score_gemma":0.005412159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04645489,"about_ca_topic_score_gemma":0.002684265,"domain_scores_codex":[0.9673826,0.006816105,0.002679236,0.004618467,0.01373693,0.00476664],"domain_scores_gemma":[0.9649267,0.007672768,0.002337679,0.009965767,0.01394805,0.001149094],"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":[0.003681149,0.0007199915,0.00002251864,0.0002827118,0.0004516616,0.00007226547,0.00157412,0.00008924644,0.00009881696,0.00002865901,0.9864678,0.006511047],"study_design_scores_gemma":[0.002924077,0.0002025612,0.0001690939,0.0008339757,0.0004106718,0.00002292127,0.0006935729,0.00001902686,0.00002081407,0.0004582278,0.9917129,0.002532135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003564989,0.002835431,0.00007043611,0.0006704875,0.9220814,0.005187845,0.0009929644,0.001093519,0.06703232],"genre_scores_gemma":[0.00003009508,0.000911014,0.0001128479,0.000149207,0.8969306,0.001445341,0.003185961,0.002823312,0.09441167],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07007544,"threshold_uncertainty_score":0.9996513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06126762292298685,"score_gpt":0.3404736204636877,"score_spread":0.2792059975407009,"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."}}