{"id":"W2155922578","doi":"10.1503/cmaj.100035","title":"The continuing barriers to research in China","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Library science; Data science; Operations research; Engineering ethics; Political science; Computer science; World Wide Web; Engineering; Law","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":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003724107,0.0001216314,0.0001373353,0.0001946859,0.0002478458,0.0001626713,0.0005146376,0.002046969,0.0003145275],"category_scores_gemma":[0.004934407,0.0001009003,0.00007708749,0.0001738054,0.00004172515,0.00000159824,0.0000463328,0.007706583,0.00003126211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914032,"about_ca_system_score_gemma":0.002189575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144544,"about_ca_topic_score_gemma":0.08290909,"domain_scores_codex":[0.9974692,0.0002304144,0.0002916504,0.0001967702,0.001021295,0.0007907061],"domain_scores_gemma":[0.998253,0.00009865395,0.00006348932,0.0001860573,0.0002306906,0.001168109],"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":[0.000001809736,6.895274e-7,0.0008887028,0.000003060284,0.00002224891,0.0002165231,0.0001039844,0.000007450342,0.000230474,0.000002344417,0.9883053,0.01021741],"study_design_scores_gemma":[0.0001524587,0.00002956478,0.001105856,0.00004781239,0.000002857422,0.00007855108,0.00008045324,0.00001605168,0.0001230623,0.00002821375,0.9982165,0.0001186809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02469576,0.0005823835,0.00006847103,0.9712423,0.001872126,0.0001509724,0.0000240693,0.000002662542,0.001361258],"genre_scores_gemma":[0.1174173,0.0010874,0.0001358139,0.8287304,0.04451446,0.00005481786,0.0001273828,0.0001078307,0.007824603],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1425119,"threshold_uncertainty_score":0.9992486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005463847699520174,"score_gpt":0.298344316095161,"score_spread":0.2928804683956409,"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."}}